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    ...Follow-Ups: Automated follow-ups are crucial for ensuring that potential export partners are engaged and kept in the loop with our latest services and offerings. - Customer Behavior Analysis: It is essential that the website comes equipped with tools to measure and analyze customer behavior. This data will help us refine and improve the site over time, maximizing its effectiveness in generating export leads. Ideal Skills: - Proficient in website design and development - Strong understanding of e-commerce and online marketing - Experience in creating and implementing sales funnels - Knowledge of customer behavior analysis and relevant tools - Previous work in developing export-focused websites would be a significant advantage Please provide examples of similar projects ...

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    ...AutoCAD expert who will assist in designing a comprehensive security system that ensures both protection and compliance with local regulations. This project entails working on three main system types: CCTV, Access control, and Alarm, plus an Intrusion System. The key aspects for this job include: * A deep understanding of these system types and their working principles. * Earlier experience with AutoCAD designing of security systems. * Strong attention to the necessary design details, specifically, ensuring the CCTV systems feature high-resolution cameras. * General knowledge on security system standards is necessary, especially emphasis on local regulatory standards. Your ability to efficiently translate complex security system terms...

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    ...individual to assist me in creating a custom project cash flow spreadsheet. The primary functionalities I'm looking to incorporate in this spreadsheet are budget tracking, expense categorization, and cash flow projections. The spreadsheet will be primarily used for inputting income and expenses and should be updated on a monthly basis. Key requirements: - Design and development of a custom cash flow spreadsheet - Implement budget tracking, expense categorization, and cash flow projections - Ensure ease of use and understandability for monthly updates Ideal Skills: - Proficiency in spreadsheet software (e.g., Excel, Google Sheets) - Experience in creating budget tracking and cash flow projection tools - Strong understanding of financial data and analysis I'm l...

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    ...cloud-based POS system tailored for a small restaurant with 10-20 tables. This system should account for a variety of functionalities, including table reservation, table management, staff management, discounts, and salary tracking. Key Features: - Cloud-Based: The system must operate on a cloud platform for easy access and management. - Table Reservation: The POS system should include a feature for customers to reserve tables ahead of time. - Staff Management: It should allow tracking of staff activities, including salary calculations. - Discounts: The system should support discount application as needed. Additional Requirements: - Inventory Management: While not listed in the initial requirements, an inventory management feature would be highly bene...

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    I'm looking for a specialist to assist me in identifying potential dumpsites by analyzing satellite imagery. The primary goal of this project is to develop a system capable of identifying potential dumpsites using satellite images and machine learning algorithms. Key responsibilities include: - Utilizing satellite imagery to identify potential dumpsites - Implementing machine learning modules to enhance the detection process Ideal candidates should have a solid understanding of satellite imagery analysis, machine learning, and experience in developing applications on the Google Earth Engine platform. Your contribution will be crucial in addressing environmental issues and enhancing the efficiency of waste management processes.

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    We are looking for Hyderabad Freelancers only. As a bustling business that utilizes both Windows Server and macOS Server, I am in need of a seasoned System Administrator adept in troubleshooting a multitude of server issues. Included specifically in our needs are support in managing our network infrastructure, implementing bulletproof security measures, and effective assistance with our server configuration requirements. Key areas of expertise include: - Proficiency with Windows Server and macOS Server - Troubleshooting diverse server issues - Network infrastructure management - Security measures implementation - Experience with Active Directory setup - Knowledge in DNS configuration - Skilled in Firewall setup Deep technical understanding and rigorous attention to detail will b...

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    I need a Google Ads expert to help me increase leads for my professional services business, targeting other businesses (B2B) We are a point of sale software company specializi...data-driven decisions, and providing regular progress updates. Ideal Candidate: - Proven experience in setting up and managing successful Google Ads campaigns for B2B audiences. - Deep understanding of lead generation strategies and best practices within the professional services industry. - Proficient in data analysis and campaign optimization, with a track record of delivering measurable results. - Strong communication skills and ability to collaborate effectively. This project will require a combination of strategic thinking, analytical skills, and industry-specific knowledge to drive our lead ge...

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    I'm in need of a mobile-based, retro-themed cafe management system that integrates essential functionalities. Key Features: - Inventory Management: This should include tracking stock levels, ingredient management, etc. - Online Ordering: Customers should be able to place orders through their mobile devices. - Table Reservation: Capability to reserve tables in the cafe. Payment Options: - Cash on Delivery: The only payment mode for the online ordering feature. Ideal Candidate: - Proficient in mobile app development - Prior experience in developing cafe/restaurant management systems - Familiarity with retro design aesthetics would be a plus * Please bid only if you have similar experience. Thanks

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    I'm looking for an experienced developer Introduction This document outlines the requirements for a supply chain software application designed to optimize inventory management, automate distribution to branches, and classify products based on demand. 2. Business Needs Reduce inventory carrying costs: By optimizing stock levels based on demand and product value (Pareto analysis), the software will minimize unnecessary inventory holding. Improve stock availability: Ensure branches have sufficient stock to meet customer demand, reducing stockouts and lost sales. Increase efficiency in distribution: Automate order generation and shipment processes to branches based on real-time demand data. Enhance data-driven decision making: Provide insights into product classifications (A, B...

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    Data Entry 6 days left

    Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time project ...

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    I have a very basic high-level requirement for an ERP System that we need. I have the basic workflow with me. I need a Business Analyst to go through the requirement and create comprehensive flowchart diagrams, Detailed specification, and UI/UX plan. Tasks need doing: - Converts the business needs into detailed functional specifications. - Creates comprehensive flowchart diagrams to visualize the workflow. - May assist with the development of UI/UX planner. - Identifies integration points and necessary third-party services. - Ensures that all business requirements are met in the system design. I have a very limited budget, hence any entry to intermediate level Business Analyst apply! Previous experience should be validated!

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    ...backlink creation for business websites you have worked on previously (graphs from SEM Rush / Uber Suggest or similar service) - evidence of strategies that you implement to ensure all created backlinks are "Do Follow." Without this information we cannot consider you, thanks ** Objective: We are seeking a proficient backlink professional to join our team and contribute to an ongoing backlinks project. Over the past few months, we have diligently built numerous backlinks; however, we are encountering challenges with indexing these links effectively in Google search results. Our objective is to identify and rectify the reasons behind the low indexing rates, ensuring that our backlinks are not only high-quality but also recognized and indexed by Google. Our Approach to D...

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    Result Analysis 9 days left

    This project is about the result analysis using SPSS. The deadline is a week

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    I'm seeking a video editor with a strong knack for the football niche. The ideal candidate would assist in creating game summaries, news analysis of players and games. The videos should be of medium length (5-10 minutes) and do not require voice-over services. Key responsibilities would include: - Editing and piecing together football game summaries in a compelling and engaging format - Creating news analysis videos that dissect players and games with accuracy - Ensuring the videos are of medium length (5-10 minutes) and do not require voice-over services The ideal candidate should have: - Proven experience in video editing, particularly in the football niche - A strong understanding of football game flow and player dynamics - The ability to create engaging content wit...

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    The aim of the system will be to develop a system where you can capture staffs performance on a daily basis and make notes as needed. Under the reporting section you will then be able to select an employee and date range and view any offenses that was made by the employee. Portal will consist of: 1. Work Category: This is where you can create the various categories in your business. We will be able to add/edit/delete: Field here is the NAME OF CATEGORY (Text) 2. Tasks: Under the tasks section you will create a task and assign it to a Work Category. We will be able to add/edit/delete: Fields here is the NAME OF TASK (Text), Linked to Category (dropdown of Categories A-Z order) 3. Employees: Here you can create the employee and link them to a specific Work Category. We w...

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    I'm seeking a skilled developer to create a feature-rich fee management system to integrate into our school's management software. Key Features: - The software should facilitate efficient fee management processes, enabling seamless tracking and management of school fees, payment reminders, and generating necessary financial reports. - The primary users interacting with this feature are school administrators. Therefore, the system should be user-friendly, with clear and intuitive functionalities. Requirements: - The fee management system should support multiple payment methods, primarily focusing on online payment gateways. This is crucial for enhancing convenience and ensuring timely fee processing and collection. Ideal Skills and Experience: - Proven expe...

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    Identity Analytics 6 days left
    VERIFIED

    Velocity alert analysis and provide actionable insights. Key requirements include: - Proficient in analyzing velocity alerts using SQL or SPL or Python - Capable of translating data from a word file into actionable insights - Experienced in the field of identity analytics, risk engine, authentication channel for the digital banking platforms - Understanding of Account Takeover (ATO) or digital identity compromise - Leverage known data as it relates to the digital customer identity and risk decisioning. - Analyze data logs from customer authentication channels and digital banking applications for malicious use and bad actors. - Create long-term solutions and automation to processes that can be improved when digital member identity is being utilized. Refer to attached document for b...

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    I'm in need of an SEO expert who can help my Dubai-based travel business that primarily offers tour packages to families. Key Requirements: - **SEO Strategy:** I'm looking for someone who can develop and implement a comprehensive SEO strategy ...Research & Optimization:** I need a professional who can identify the right keywords to optimize for search engines, ensuring that our website is visible and appealing to our target audience. - **Content Optimization:** The ideal candidate should also have experience in optimizing website content, including our tour packages, to increase organic traffic and encourage bookings. - **Reporting & Analysis:** Regular reporting on the progress of our SEO campaign is essential. The ability to analyze the data and make necessary a...

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    I require an expert to take a data set and run one way anovas, a chi square and Pearsons correlations then create line graphs for the ANOVAS and bar charts and scatter plots for the others. Thanks

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    As a client seeking to improve my understanding of excel, I would like a skilled instructor to guide me through the basics of formulas and functions, data analysis and reporting, as well as formatting and conditional formatting in Excel. Although I don't have a specific completion time, expediency is appreciated. Skills and experiences that would be ideal for this job: - Advanced Knowledge of Excel - Excellent Teaching Skills - Flexibility to cater to learning pace No preference was selected for the type of learning medium, so offering a blend of online videos, live training sessions, and written instructions could be beneficial to cover all bases.

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    I'm looking to update our current system, developed in Laravel, to enhance its usability across different devices. The goal is to ensure that the system is fully responsive and provides a seamless user experience, whether accessed from a desktop or a mobile device. This update is crucial for improving accessibility and efficiency for all users.

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    I am working on a project to develop a wireless sensor for vibration analysis. I have already defined some components of the system. I need someone with experience in electronic component design to help me evaluate the chosen components and assess the feasibility of applying these components in a prototype. This person will be responsible for the PCB's technical design (Gerber and CAD) and prototype testing. The hardware design must consider hardware and firmware (software) limitations. My initial idea is to use a Seeed Studio microcontroller controlling different types of accelerometers. If the person has a better approach, I have no problem following their advice. Below is a list of the components I am considering using in this project: Sensors:

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    ...developer to create a comprehensive property system that caters to both residential and commercial properties. The system will require the following features: - Property Listings: Users should be able to list properties for sale or rent. The system will display these listings effectively and efficiently. - User Registration and Login: A seamless process for users to create accounts and login to access the system. - Search Functionality: A robust search feature that allows users to easily search for properties based on various criteria. Moreover, the backend of the system should include a full management system for administrators. This system should enable the admins to manage both the listings and the users. Ideal candidates for this ...

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    I'm looking for a skilled developer in CodeIgniter and MySQL to help me enhance a school grading system. Please note, developers who can communicate in Spanish are particularly welcome. Key Upgrades Needed: - **New Features**: Primarily, I want to introduce online grade submission for teachers and a parent portal for keeping track of students' progress. These features will significantly elevate the utility of the existing system. - **Optimization**: It's crucial that the performance of the system is optimized during these upgrades to ensure it remains fast and responsive. Specific Design Requirements: - **Modern and Sleek Design**: The new features should be incorporated into a modern-looking interface. - **Simple and Intuitive Layout**: The design sho...

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    Hello freelancers! I'm seeking an individual with a background in education and a polished eye for detail to review my paper. The paper focuses on the comparison of flipped classroom strategies versus traditional teaching methods. Specifically, you'll need to: * Review corrections suggested * Provide feedback on structure, flow and argument consistency * Ensure my paper is ready for publication in the domain of "Teaching Strategies" in Humanities and Social Sciences Perfect for those with: * Experience in academic writing and reviewing * Knowledge of teaching strategies, specifically flipped classroom and traditional methods * Excellent proofreading skills With your help, we can make this paper ready for prime time in the academic community. Looking forward to your...

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    ...consultant with expertise in site investigation, foundation design, and slope stability analysis. The project site is less than 1 acre and currently in the planning and design stage. Key Responsibilities: - Conduct a thorough site investigation and characterization - Provide foundation design and analysis based on the site conditions - Perform slope stability analysis to ensure the safety and feasibility of the project Ideal Skills and Experience: - Proven track record in geotechnical engineering, with a focus on small sites - Proficiency in geotechnical investigation techniques and interpretation of findings - Expertise in foundation design and analysis software - Strong background in slope stability analysis - Excellent ability to co...

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    As part of my business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also des...

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    As part of my business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also des...

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    ...automated trading system that can execute trades on the MEXC platform. Key Requirements: - Development of automated trading strategy: I have a specific trading strategy in mind that I would like to automate. You will need to work with me to understand and implement this strategy in the trading bot. - Automatic execution of trades: The system should be able to automatically execute trades based on predefined criteria. This will require seamless integration with the MEXC platform. Skills and Experience Required: - Strong knowledge of algorithmic trading and cryptocurrency markets - Proficiency in building automated trading systems, particularly on the MEXC platform - Experience in developing and implementing trading strategies - Understanding of real-time market data a...

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    I am seeking expertise in creating informative and engaging visualizations of a dataset related to diabetes prediction. Specifically, I need help with: - Creating bubble charts, heat maps, histograms, and correlation matrices using my dataset - Thorough data analysis and identification of patterns and trends - Effective and clear communication of data insights that can aid in early detection and intervention of diabetes The primary data provided for this project includes multiple features such as BMI, age, and cholesterol levels, among others. An ideal candidate for this position would have: - Demonstrable expertise in data visualization tools - Strong analytical skills with the ability to identify significant patterns - Experience in health data, particularly diabet...

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    Excel Formula Creation 6 days left
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    I'm seeking a proficient Excel expert who can help me create a complex formula for my Excel sheet. The formula will involve an IF statement assessing multiple values and conditions. its one simple formula Key Details: - The formula should be able to evaluate whether a given value is: - Greater than a certain threshold, - Less than a certain threshold, or - Equal to a spe...attention to detail and understanding of data manipulation will be crucial in ensuring the formula works accurately. Additionally, your proactive problem-solving skills will be highly valued as you help me define the right calculations for each condition. Overall, I'm looking for a reliable Excel expert who can deliver a well-structured and efficient formula that will help me streamline my data a...

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    ...medium-sized business with 11-50 employees, and we need a robust system in place to effectively manage employee time tracking, payroll processing, and report generation. I use Foundation software. Key Responsibilities: - Implement an employee time tracking feature that accurately records working hours - Set up a payroll processing system to ensure timely and accurate salary payments - Develop a report generation functionality, facilitating clear insights into payroll activities Ideal Skills and Experience: - Proven experience with construction payroll administration - In-depth knowledge of employee time tracking systems - Proficient in payroll processing software - Experience in report generation and data analysis Delivering this project will streaml...

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    ...Customers: My main audience is local, hence I'd like my website to be optimized to reach and cater to local customers effectively. Ideal Freelancer Skills: - Proficient in Google Ads: The specialist should be skilled in setting up and managing Google Ads campaigns effectively. - SEO Expertise: I require someone who can enhance my website's SEO to improve search engine rankings. - Website Traffic Analysis: Ability to track and analyze website visitors to provide me with insightful data. - Experience with Local SEO: A plus if the specialist has experience in optimizing websites for local search and targeting local customers. This job may lead to a long-term collaboration, so I'm looking for someone who can not just achieve these goals, but also guide me through t...

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    I have a French text, short in length (2 pages), that requires a comprehensive commentary (4 pages) . I'm looking for a freelancer who has: - An excellent command of French - A background in history, preferably with specific expertise in various periods. The period discussed in the text hasn't been specified, so a broad historical knowledge would be advantageous. - Skills in critical analysis and interpretation of texts. Your task will be to read through the French text and provide a comprehensive commentary on its historical insights and prose.

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    Hey Melody! Here's is the project that Nico will be working with you on. We will produce an article intended to rank for the term "fleet tracking devices". This will be an informative piece that also sells the unique aspects of our company. SERP analysis of the keyword: 1. Topics discussed inside of posts or pages, and themes or topics that come up repeatedly: a. Strengths - i. Brands focus on GPS tracking and the selling points of their own solutions which are common GPS device needs. ii. Product list and comparison pages offer a range of solutions. - i. They don’t answer the 3 most common questions: Best, cost and legal? ii. They don’t talk about which devices are best for which purposes iii. They don’t talk about installation on...

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    Project Overview: Develop a Windows application that can automatically scan a specified website, scrape usernames, and use these usernames to perform real-time performance inquiries on another website. The system will automatically support trading decisions based on the inquiry results and predefined filtering criteria. Specific Requirements: 1. Data Scraping and Processing: • Automatically scan and scrape usernames from a designated website. • Use the scraped usernames for real-time performance inquiries on another site. • The system must be able to handle usernames and related numeric data. 2. Trading Decision Logic: • Decide whether to display buy or sell signals based on performance inquiry results and predefined filtering criteria (to b...

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    I am working on a compiler construction project using ANTLR4+Java (using visitors to walk the abstract syntax tree and visit key nodes), and I need help with semantic analysis.

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    My project requires a well-versed professional proficient in to extract critical takeoff quantities from IFC files and integrate them flawlessly into operational smart contracts. Key requirements include: - Extraction of material types and quantity calculations from IFC files - Direct integration of the extracted data into smart contracts to ensure automatic updates - Generation of detailed reports that will pave the way for seamless smart contract integration The perfect candidate will have a strong front-end development foundation and proficiency in IFC.js. Experience with ReactJS and blockchain technology is also essential for the job. Your primary task is to create a user-friendly interface that makes integrating IFC files into smart contracts a breeze. Efficiency, accuracy,...

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    In need of a proficient financial analyst with su...specifically for a venture capital investment. The ideal candidate should have proven experience in executing similar financial tasks with the following key competences: - Cash Flow Analysis expertise - Deducing MOIC and IRR Return on Investment - Cap table analysis Here's exactly what I need: - A critical analysis and revision of our existing cash flow. - Recalculating and modifying the MOIC (Multiple on Invested Capital). - Reevaluating and amending the IRR (Internal Rate of Return). Please note that the existing financial model is available for your perusal and to assist in making your accurate bid on this project. Your ability to methodically and accurately complete this task in a short period o...

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    ...a skilled business planner to create a comprehensive business plan for my agriculture business. The primary aim of this plan is to attract potential investors and secure funding for my farming venture. Key Project Deliverables: - Develop a detailed business strategy to showcase the viability and potential of my farming business - Highlight the unique selling points and competitive advantages of my venture - Offer a thorough market analysis on the agriculture sector, particularly in relation to farming - Create a financial plan, including realistic revenue projections, cost analysis, and capital requirements - Outline a clear and concise plan for future growth and expansion of the business Ideal Skills and Experience: - Proven experience in developing successf...

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    ...cultural diversity, I am seeking an experienced academic writer with a strong background in intercultural studies, economics, and innovation. The project involves investigating the role of innovation and creativity as central themes. Ideal Skills: - Academic research and writing - Knowledge in intercultural studies - Creativity and innovation understanding Tasks: - Analyze the economic impact of different cultures through the lens of innovation and creativity. - Understand and communicate the importance of social cohesion in this context. - Conduct case studies about value creation in diverse cultural settings. - Carry out a comparative analysis of these case studies to highlight apparent trends. - Formulate creative proposals utilizing innovative aspects of the rese...

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    ...a contemporary technology company. We expect it to be 'clean' and easy to understand making good use of icons / symbols as well as appropriate language. A guideline document is available at the link below. The layout provided acts as a guide for the content of the report and the relative important/visualizations we would expect for each component. All graphs are placeholders for the type of analysis to be displayed. We are open to and would appreciate different options for layout and styles how to best display the information. Entries within 24 hours will be judged and preferred entries given feedback within the next 12 hours to be completed by the end of the contest. The first page will

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    ...modern and professional financial investor proposal. Key Sections: - **Market Analysis**: The Market Analysis section should focus solely on the specifics of the proposed transaction. Please avoid generic industry trends, target market demographics, and competitor analysis, and instead, provide a detailed analysis of the market environment where the proposal is targeted. - **Financial Projections**: This section should consist of detailed financial data and projections related to the proposal. - **Org Charts**: I require a clear and concise organizational chart to display the hierarchical structure of the entities involved in the proposal. - **Project Description**: A comprehensive description of the project, its objectives, and expected o...

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    I'm looking for a skilled data scientist with a background in computational neuroscience and statistical analysis. Your primary task will be to analyze the imaging data I provide, which is central to my research in mathematical neurobiology. Key Responsibilities: - Processing and analyzing imaging data - Implementing computational neuroscience models - Conducting statistical analysis on the experimental data - Summarizing the results in a clear, understandable manner Ideal Qualifications: - Strong background in computational neuroscience - Proven experience in statistical analysis - Familiarity with analyzing imaging data - Ability to translate complex data into meaningful insights - Strong communication and reporting skills If you have a keen interest in the ...

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    ...compatible with Windows and Mac - Strong understanding of calendar integration and email automation On-Prem Client: Quivr Agent * Installation * Install Quivr Agent on Windows or macOS * Configure Quivr Agent to connect to local database and file system * Local Database * Use Azure Storage or Microsoft SQL Server as local database * Store indexed data and search results in local database * File System * Use Windows File System or macOS File System * Index local files and folders * Search * Search local database and file system for relevant results * Display search results in user interface * User Interface * Develop user interface for Quivr Agent * Include search bar, search results, and settings Cloud Component...

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    I'm looking for a data analyst who can help me evaluate the effectiveness of different betting strategies for football games. The analysis should be based on all available historical data. I have a montly membership to a site with historical betting odds. We can choose different options from matxh results, over-under, half time etc. It is an analysis system made by comparing any betting history with the odds opened in the past and the data rates opened on a daily basis. How did the previous match results when the todays odds opened? Which filters should we choose to better predict the results of today's matches? At the same timem which filter combinations are compatible with the previous results? I have also Turkish explanation youtube link to watch how to fi...

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    I am seeking a Python expert to deploy and debug a web application from my Github repository. Requirements: - Experienced with Python for web development. - Has expertise in deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. ...expertise in deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. - Familiarity with Python web frameworks like Django, Flask, or Pyramid (actual framework used will be confirmed during the kick-off meeting). Your role will specifically involve deploying and debugging my Python web application to run locally. Experience with data analysis and machine learning will be beneficial. A background in similar roles/projects will be highly...

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    I am seeking a seasoned expert, proficient in implementing deep learning models with a focus on video analytics. The key task of this project is to form a model capable of recognizing various activities from surveillance footage captured in mixed environments, both indoor and outdoor. The ideal candidate must have: - Significant experience with video analysis techniques using surveillance camera footage - Mastery in deep learning methodologies able to identify diverse activities - An understanding of challenges and solutions related to operating in mixed environments This project requires a high degree of reliability, attention to detail, and innovative thinking to recognize a broad array of activities in various conditions.

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