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    I'm looking for a proficient Python coder who can develop a program that effectively reads numerous reviews and generates a concise summary, encapsulating the main points in 300 words in multiple bullet points. Key F...a multitude of reviews. Required Skills and Experience: - Expert level understanding of Python programming. - Knowledge and experience in SQL querying is a necessity. - Experience with Natural Language Processing for summarization. - Familiarity in dealing with relational databases. - Prior experience with text summarization or related projects is a definite advantage. The task is not only to code but also to gain understanding of reviews and to generate a meaningful summary. So, anyone who bidded should be proficient in data analyzing and processing along w...

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    ...professional who can review and optimize my .net Core 6 codebase, enhance the software architecture, and bolster the database security. Key Responsibilities: - Conduct a comprehensive code review to identify inefficiencies, bugs, and areas for improvement in the .net Core 6 code. - Improve software architecture to ensure scalability, maintainability, and performance of the application. - Implement robust measures to enhance the database security, in line with industry best practices. Ideal Skills and Experience: - Extensive experience in .net Core 6 and Entity Framework. - Proven track record of conducting code reviews and optimizing codebases. - Expertise in software architecture design and implementation. - Strong understanding of database security and experien...

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    ...any errors. The import script runs until the end but skips most of the pictures. Skill requirements: good knowledge of Shopware 6, mySQL, PHP, Smyfony !!! it's an urgent project so pls. don't bid if you haven't got enough time (max. 2 days). If you have questions pls. don't hesitate to ask, i'll provide all the infos u need. !!! IMPORTANT !!! Please don't give a quote if you don't have enough capacity, the project should begin immediately. Please don't give a quote if you're not interested, in many cases i got quotes and when i'm writing i don't get a response, for this kind of freelancers i think they quoted blind w/o any interested. Project rules: 1- Payment would be escrowed fully at the begin, after finishing the whol...

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    I have documents that need to run code on Stata and need a proficient code writer. I will pay $400 for the contract

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    I'm in need of a skilled professional to create a No-Code app on the Adilo platform or any other. It shall has three interface. 1. User Interface 2. Management Interface 3. Service Provider Interface App Idea: Chat based profile matching for Carpenters to work on hourly basis. User Interface Step 01 Signup Form with Phone, Email, Address Step 02 A chat box would open up with basic questions as; • Date for Booking • Time Period for Booking Step 03; Within the chat box the next question would be regarding the work profile Users can text to match profiles. Example: I want Bamboo Artisans Step 04: The Chat box will show all profiles for Bamboo Artisans as in the Directory or excel file Excel would be as simple as Skill Set, Profesional Profile Step 05:...

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    I'm seeking a tech-savvy, enthusiastic beginner-level videographer to create a variety of educational videos for my tech education website and YouTube channel. This role involves creating visually engaging and informative content that targets those interested in coding, web development, software engineering, and job interview preparation. Key Responsibilities: - Create coding tutorial videos - Develop web development guide videos - Prepare videos on job interview tips and guidelines - Educate the viewers on system design, data structures, and algorithms - Create tutorials on the latest tech tools and frameworks The ideal candidate should be knowledgeable in tutoring and explaining tech-focused topics and able to make engaging and informative videos that last for 10-20 minute...

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    I require a specialist in running code that is based on AI/ML, specifically ResNet MobileNet, and other nature-inspired algorithms on my Windows laptop. The expertise required: - Extensive experience with Python, the programming language the code is written in. - Robust knowledge in machine learning and AI. - Familiarity and experience with Windows OS and optimization thereof for machine learning code execution. - Understanding of Predictive modelling, the primary outcome goal of the code. The goal of this project is to have the code successfully run and produce the expected Predictive modeling results. Be prepared for minor troubleshooting and optimization to make that happen within the Windows OS environment.

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    I'm looking for a skilled Python developer to write a code for an Explainable AI project. I need the code to focus on making the AI understandable by humans, rather than just predicting outcomes. Key Responsibilities: - Create a Python script that implements Explainable AI techniques like Lime - Ensure the code is clean, well-commented, and efficient Your role will be crucial in enabling the AI to present its decisions and reasoning in a way that can be easily understood by non-experts. Notably, the model should be able to show its decision rationale, thus improving trust and interpretability to end-users or stakeholders. Ideal Skills and Experience: - Proficiency in Python - Experience in AI/ML particularly in Explainable AI domain would be a plus - Strong und...

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    I'm seeking a mechanical design engineer with a background in material selection...material selection, mechanical system design, and safety and reliability analysis. The project revolves around designing a screw conveyor. This includes: - A comprehensive understanding and execution of both aspects of machine design mentioned above, coupled with proficiency in creating a Bill of Materials (BOM) that also includes an estimate. - The screw conveyor design must be medium-sized with a capacity between 1-10 tons/hour. Please note, experience in conveyor system design is vital. Eligible freelancers should demonstrate their ability to design reliable and efficient mechanisms that prioritize safety. A strong track record in similar projects will significantly increase your chances of ...

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    In my pursuit to propel the recognition of my brand to new heights, I'm seeking an innovative an...media channels and various websites relevant to our target demographic. Ideal skills for this role: - Strong understanding of brand positioning and strategy - Proven experience in digital marketing, specifically with a focus on social media and website advertising - Exceptional understanding of our target demographic and how to craft messages that appeal and resonate - Creative thinking and the capacity to innovate with advertising techniques. Your role is critical in creating an impactful online presence that will elevate our brand's identity, and consequently, its recognition among working professionals. Bring your best strategies to the table, let's create somethin...

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    I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a successful bid on this project.

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    I'm on the hunt for an experienced JavaScript developer. While the exact functionality isn't fully defined, the project will involve server-side JavaScript application development. Unfortunately, I do not have any specific JavaScript functionality or purpose to provide at the moment. Ideal Skills: - Strong experience in JavaScript, preferably in server-side environments - Capacity to discuss functionality possibilities and advise on solutions - Proactive, able to operate effectively with minimal project-specific guidance. Please use your proposal to demonstrate your JavaScript know-how and experience with server-side applications. Show me that you can figure out and build the functionality we need.

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    I am seeking a Python expert to assist with debugging a single script. The script is built primarily using functional programming concepts. Key requirements: - Troubleshoot and identify issues within the codebase - Suggest and implement fixes to ensure the script is running efficiently - Experience with functional programming concepts in Python This is a small project, and the ideal candidate should have a strong understanding of Python, specifically in debugging and functional programming. The codebase is not extensive, so I anticipate this project to be completed within a short timeframe.

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    ...professionals who can work in daylight hours and are based in Thailand. Please share any relevant experience and success in similar projects. We seek to hire TODAY, May 3, 2024 if possible and seek to start you as soon as possible (today if possible). Essential Skills & Requirements: - Cross-platform mobile app testing (Android, iOS) - Excellent understanding of functionality testing - Capacity to strictly follow provided test cases - Availability during daylight hours in Thailand. ----- Freelancer auto-wrote most of the above text. The below description is written by me, The CEO--- Mobile App QA Manual Testing (only DAYTIME only THAILAND) Seeking mobile application Quality Assurance and Testing Expert who can do DAYTIME testing inside Thailand. We are NOT ...

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    ...in tech-related products. - Market research expertise. - Strong understanding of wireless technology and real-time data analysis. - Preferably some knowledge or experience in the field of neurotechnology. Business Idea: In the realm of cognitive performance, a compelling opportunity lies in the absence of a dedicated product or device providing comprehensive analytics on an individual's mental capacity during work. I propose the development of a wearable device that monitors and analyzes cognitive functions, offering insights into flow states, situations of high stimulation, potential burnout risks, and daily mental strain. This innovative device, worn on the head and equipped with EECG/FMRI and other neural/blood flow tracking capabilities, aims to provide real-time data ...

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    i need to add my rotating proxies list to my python playwright code work by anydesk maximam 2 hours

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    I need assistance to validate the load bearing capacity of an rubber and aluminium bearer through finite element analysis. I will provide necessary files of the item once confirmed. Key Project Details: - The bearer is made of aluminium and rubber. - Must withstand a weight over 10000kg. Mandatory Skills: - Proficiency in structural engineering and finite element analysis - Deep understanding of materials science and structural dynamics.

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    I require a professional and catchy instrumental music track for my YouTube channel. The music should be upbeat and have a positive energy. Key Requirements: - Stock music creation in the genre of your choice - The music should be instrumental only, no vocals - It should be suitable for online use, specifically YouTube - The final deliverable should be high quality and ready for use without any additional editing Ideal Skills: - Proficiency in music production and stock music creation - Experience in creating upbeat and engaging music - Familiarity with YouTube content creation and the type of music that works well for it.

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    I'm looking for an experienced designer who can give my YouTube channel a fresh new look, adhering to a modern and minimalistic style. The primary elements I need are a new channel logo and banner. Key requirements: - Develop a modern and minimalistic style to match my branding - Create a new channel logo - Design a fresh channel banner Ideal skills for this project: - Strong graphic design skills - Experience in branding and logo design - Proficiency in design software (Adobe Creative Suite, Canva, etc) - Understanding of YouTube's branding guidelines Attached are currently in use.

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    Hi, Devon. I think this might be easier to use a separate channel to track smaller projects and add milestones as needed. Let me know if this is okay with you.

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    I need Satta matka android application with admin panel .

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    I'm in need of an experienced structural engineer to aid in the finalization of construction documentation for a house located on the Gold Coast in Australia. Key Requirements: - The project is currently in the construction documentation phase, so I need support for this particular phase. - The primary focus of the engineering support is on the load-bearing capacity of the structure. - The house's location necessitates that the design is able to support the region's specific conditions, including its wind loads. Ideal Skills and Experience: - Proficiency in structural engineering, particularly in residential projects. - Prior experience with construction documentation for buildings. - Expertise in load-bearing analysis, and ideally experience with wind load analys...

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    As the project owner, I require an Arduino Uno code, specifically designed to interact with a fingerprint reader for input, LCD and 14 relays for output. Key Requirements: - The code should identify 14 people's fingerprints (let's say 2 different fingerprints for each person), write the name of that person on the LCD and activate the corresponding relay for each person. - The associated relays will control a particular robotic device. - When an unrecognized fingerprint is scanned, the system should write on LCD "unrecognized fingerprint" without triggering any relay. Ideal Skills and Experience: - Proficiency with Arduino programming - Experience working with fingerprint readers - Knowledge of relay and robotic systems . Familiarity with sensor integr...

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    I'm in need of a unique, event-ready coffee trolley with a built-in coffee machine, and the capacity for custom branding to fit my business aesthetic. Key requirements: - An integrated coffee machine that can handle high volumes and deliver quality drinks - Aesthetic design that complements an event space (e.g. sleek, elegant) - Capable of accommodating custom branding elements Ideal skills for this project: - Experience in the design and fabrication of mobile food service units - Proficiency in custom branding implementation - Knowledge of effective and efficient coffee machine integration - Understanding of event space setups and flow to ensure the trolley is both practical and attractive. If you have experience in creating custom event coffee trolleys, please share yo...

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    I am on the hunt for a seasoned Android development specialist who can assist me in designing an application for school bus management. This app should include significant features like: - Real-time GPS tracking that allows the physical observation of the ...and departure times, and any unforeseen delays or emergencies. The ideal candidate for this project will have proven experience in Android app development and a strong understanding of GPS tracking systems and push notifications. Simplicity and usability should be at the heart of your design process, and I expect the app to be user-friendly and intuitive. The ability to launch a communication channel within the app that can rapidly disseminate crucial information is necessary. Your proficiency in developing parental controls ...

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    I am looking for a freelancer to design a minimalistic youtube video thumbnail for a history-related video. I am open to any color scheme and the thumbnail should capture the essence of history in a simple and clean design. The ideal candidate should have...should capture the essence of history in a simple and clean design. The ideal candidate should have experience in graphic design and be able to create eye-catching thumbnails that will attract viewers to the video. historical accuracy is important so please use elements from the video to create the thumbnail. with that being said, striking images (explosions, vehicles, etc) tend to do best on my channel so any action included in the thumbnail is a bonus. the video that I want a thumbnail for can be seen here:

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    I'm in need of a professional and experienced C++ developer to convert my existing Matlab code to C++, with an advanced level of optimization. The primary goal of this conversion is to ensure that the C++ code runs seamlessly on a different platform.

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    I have a project that requires setting up an 8 Channel Arduino Relay Module and programming it to operate using a basic 4 button hand controller. My Arduino board of choice is the Arduino Uno. For the hand controller, I need different functionalities: - Each button should be able to toggle a specific relay on and off. - Certain buttons should cycle through a sequence of relays. - Some buttons should have the ability to control a combination of relays. Importantly, only 1 relay should be controlled at a time. The ideal freelancer for this project should have a deep understanding of Arduino programming, particularly with Arduino Uno, and experience with relay modules and controller setup. Familiarity with creating flexible, customizable controls is a plus.

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    I need an experienced analyst well-versed in Palisade Decision Tools. My project involves: - Detailed data analysis - Comprehensive risk assessment - Creation and interpretation of statistical models The main goal is to identify patterns and trends in historical data. Proficiency in using Palisade Decision Tools is a major r...Comprehensive risk assessment - Creation and interpretation of statistical models The main goal is to identify patterns and trends in historical data. Proficiency in using Palisade Decision Tools is a major requirement, as it's my preferred software for this project. The ideal freelancer should have a deep understanding of business analytics, risk management and statistical modeling. Enhancing my capacity to grasp hidden insights and trends is vital i...

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    I'm in need of an Christian/Bible based ESL instructor and video creator who can develop educational content for my YouTube channel as well as the video. The content should simultaneously cater to beginner and intermediate English learners, specifically adults (aged 19+). Key deliverables: - Design and develop ESL educational content for adults - Incorporate basic vocabulary and phrases, grammar and sentence structure - Ensure engaging and effective teaching methods >>>> -Create high-quality, informative and visually appealing videos Ideal candidates should have: - Proven experience in ESL instruction - Be a practicing Christian with a strong background in the Christian Bible - Expertise in creating educational content for adult learners - Strong understanding ...

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    I'm in need of a skilled video editor to help me with my gaming channel. I would like my videos to be straightforward with minimal cuts. Key Requirements: - Experience in editing gaming content - Ability to create engaging intro and outro sequences - Proficiency in adding on-screen text and captions - Skilled in selecting and incorporating suitable background music - Attention to detail and creativity Please provide samples of your work in your bid.

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    I'm looking for an experienced video creator to produce a humorous and entertaining gameplay commentary video for my PC gaming channel. Key Requirements: - Specialization in creating gaming content - Proficient in editing, adding effects, and polishing videos - Strong sense of humor and creativity to make the video entertaining - Knowledge of PC gaming and popular titles - Understanding of pacing and storytelling in video editing The ideal candidate should be able to not only commentate on the gameplay but also add humor and personal anecdotes to keep the viewers engaged. Previous experience in creating similar content and a portfolio of gaming videos would be a big plus. The final video should be a balanced blend of commentary, humor, and engaging content that aligns with my...

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    I'm looking for a Control Engineer with proficiency in Matlab to help with a project focused on modeling and simulation. The primary goal of this project is to optimize the performance of a system. Key requirements and responsibilities: - Expertise in modeling and simulation within Matlab - Background in control engineering - Ability to analyze and understand system behavior - Create and implement strategies to enhance system performance - Strong communication skills to collaborate on project goals and updates While the type of system to be optimized hasn't been specified by the client, experience with mechanical, electrical, or hybrid systems would be a plus. Your expertise will be crucial in ensuring the successful optimization of the system.

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    I am seeking a data aggregator to formulate inclusive and accurate contact lists for my upcoming marketing campaigns. The information required in each list is a blend of phone numbers, email addresses, and the names of company owners. I'll be providing SIC codes as an accurate reference channel for the industries we'll be focusing on. Any freelancer applying for this project should exhibit a well-versed understanding of data aggregation, web scraping, and should be detail-oriented. A knowledge or background in marketing would also be beneficial. Please note information accuracy is paramount, as these lists will directly impact the effectiveness of our campaigns. Your tasks will include: - Gathering the aforementioned contact details - Aligning data with SIC codes provi...

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    I'm in need of expert assistance in pushing my Quotex trading themed YouTube channel to the top of search results. My channel hosts over 50 videos and has already had some SEO optimization done, but I need a seasoned professional to drive further growth and visibility. Expectations from this project include: - Conducting detailed SEO analysis on current content - Designing and executing an SEO strategy for improving rankings - Recommending changes and improvements to video titles, descriptions, tags, etc., and where required, boarding new SEO-focused content Ideal skills for this job: - In-depth knowledge of YouTube's algorithm and ranking factors - Excellent record in SEO strategy and implementation for YouTube channels - Familiarity and understanding of the ...

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    I'm on the hunt for a highly skilled content editor who specializes in producing engaging, captivating, and succinct car and gaming videos for my YouTube channel. Key Responsibilities: - Editing and curating raw footage to less than 10 minutes - Captivating viewers with interesting, well-paced content Ideal Skills and Experience: - Proficient in popular video editing software - Background in editing YouTube content, preferably in the gaming and/or automotive realm - Ability to deliver high-quality content edits under tight deadlines - Passionate about the gaming industry and car culture - Strong eye for detail and consistency - Exceptional communication skills, able to interpret and implement my vision This opportunity is ideal for someone with experience in content editing...

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    Support Service 6 days left
    VERIFIED

    ...to Friday from 18:00 to 23:00 and Saturdays, Sundays and Holidays from 9:00 to 23:00. The service will cover the resolution of critical incidents (service outage) in this time slot. • The committed SLA, for this time slot, will be 3 hours from the report sent from our Help Desk. • The service must contemplate 7 x 24 monitoring of the platform with an alarm system to detect service outages. This capacity will allow an event to be anticipated, from the moment it occurs, without notification from the Client....

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    The individual report (~4000 words) carrier's 40% weighting in the Transportation Studies module and will be assessed by an individual report submitted via canvas. In your report you would need to include the experimental and the model results of your selected noise barriers. You will be judged on how you have been innovative in your conceive, design and how you improved the performance rating of your noise barrier. Assessment Criteria 1) Conceive (research noise barriers) = weight age (10%) 2) Project 1: Performance of reflective/absorbing noise barriers = weight age (40%) 3) Project 2: Traffic noise mapping = weight age (40%) 4) Modelling of noise barrier = weight age (10%) Project Details: Project Description: We are seeking a skilled freelancer to assist with a project that ...

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    I'm looking for an animator who can bring to life a 30-second trailer in the exciting, playful Pixar style, with a focus on cartoonish characters. Though playf...bring to life a 30-second trailer in the exciting, playful Pixar style, with a focus on cartoonish characters. Though playful, the animation is uniquely targeted towards adults. It would be fantastic if the trailer can capture an exuberance that resonates with an older audience. Key requirements: - Experience in creating Pixar-style animation - Ability to design vibrant, cartoonish characters - Capacity to set a joyful and playful tone - Strong understanding of adult's taste in animation Your portfolio showcasing past works that resonate with these requirements would be an excellent add-on. Let's create ...

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    I'm looking for a talented developer to create an overlay extension for my Twitch channel. The primary function of this extension is to display real-time topics on my stream that I can discuss with my viewers. This will be designed on the Twitch extension development site. How to: ( ) Key Features: - A timer-driven popup: The extension should be able to pop up a new topic for discussion on the screen that all viewers and the streamer can see and also prompts us in chat. - Configurability: I need the ability to set the frequency at which these topics are displayed. It should be configurable, for example, every 5 minutes,

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    Laravel Developer Needed 6 days left
    VERIFIED

    NEED URGENT CAN HIRE NOW A...frontend and backend development is crucial as this project primarily revolves around amplifying my existing website by introducing new features. Key Requirements: - Expertise in Laravel: Proven experience in Laravel is required to expertly navigate the task at hand. - Frontend & Backend Development: Your acumen in the said fields will be exercised extensively. - Novel Feature integration: The capacity to create and aggregate new features within an existing structure will be your major obligation. To successfully complete this project, you must be proficient in integrating new features without jeopardizing the existing functionality, ensuring a seamless transition. Your contributions will be instrumental in generating a more robust and dynamic us...

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    I'm in need of a person skilled in creating YouTube short videos for a gaming channel. In this role, you will accomplish the following: * Video editing: You will be in charge of editing raw gaming clips into engaging, less than a minute long shorts that capture viewers' attention. Prior experience with video editing software and a good understanding of gaming content are key. * Thumbnail design: In addition to editing, you'll also be creating thumbnails for each short. Knowledge of graphic design and familiarity with design tools is essential. * Content research: The role entails researching gaming trends on YouTube and other media platforms to ensure our videos remain relevant and attractive. Ideal candidates would be those who have a passion for gaming and previ...

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    I'm seeking a skilled and experienced Machine Learning expert to assist me with an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Lea...

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    ...for an experienced C programmer who can modify some C software (open source, on github - ) to make it compile for Raspberry Pi. The modifications needed include: 1. Updating Library Dependencies: Your task will include updating necessary library dependencies. 2. Adjust Hardware-Specific Code: Some parts of the code will need to be adjusted in order to work with Raspberry Pi's /ARM. 3. Fix Compatibility Issues: Tune up the code to address any compatibility issues that might arise during the Raspberry Pi compilation. A successful application should showcase your previous experience especially in handling similar projects. Evidence of past work will be highly regarded but is not a necessity if you can comprehensive demonstrate your experience in this

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    I am looking for an experienced developer who can use Cython to wrap my existing CUDA code. This is a relatively simple code that is currently used for data analysis. Task: This is done in Linux (ubuntu). I had a old cython code that used to be able to connect with the CUDA code, i think the newer version of CMake changes had made it impossible. I have attached a small reduction of the code, it is pretty much just calling a CUDA kernel from the Python using Cython. The CMake builds, but when the Cython is imported the symbol cannot be found. (to build you need to define an environment variable CUDAHOME points to your nvcc) Steps: 0 (optional) you can Make the cuda code inside to check if it works (1) run (with CUDAHOME env var) (2) run (fail a...

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    My main focus for this project is the Java code implementation. I'm looking to hire a freelancer who can create class diagram and help me translate a class diagram into well-crafted Java classes. Key Tasks: -Create diagrams - Translate a modified class diagram into Java classes - Ensure the Java classes are correctly implemented according to the diagram Your responsibilities will include: - Adding products to the rental cart - Calculating rental fees and duration - Processing payment - Generating a rental invoice Your expertise in Java and software design will be crucial for this project. I anticipate that this task will involve a deep understanding of class design as well as an understanding of the rental business process. Please include examples of your previous Java pr...

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    ...embedded C++ source code. The review should encompass the following: - Identification of any potential issues which could result in undesired behaviour - Identify any obvious errors in logical design or use of pointers, arrays etc Lint has already been run on the software - I do not want to see the output of lint! This code has been tested on hardware and performs ok. It controls motors, reads switches, encoders and ADC's, and drives eeprom and digipots. I need a final check to capture any errors or issues that may not be known. I do NOT want any style or general commenting recommendations - the review is ONLY TO IDENTIFY serious issues. I do not want speedup suggestions. This is close to production so any changes *need to be necessary* to improve the quality of ...

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    Liquid Code Editor in Braze 6 days left
    VERIFIED

    I am looking for a skilled developer who can help me develop a custom Liquid code editor to be integrated into the Braze platform. This editor should support custom liquid code snippets. I first need someone to troubleshooting existing code and determine why the color displayed is blue Key Responsibilities: - Troubleshooting existing and building new Liquid code in Braze Ideal Skills and Experience: - Proficiency in Liquid programming language - Experience in developing custom code editors - Prior experience with Braze platform - Proficiency in Syntax: {% if ... %} ... {% elsif ... %} ... {% else %} ... {% endif %}: This is the syntax for conditional statements in Liquid.

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    I am in need of an experienced AI Developer to construct a website and app that utilizes artificial intelligence to create custom logos. This service should include: - A user registration feature upon entrance. - The capacity to form logos based on specific user details, selecting relevant categories, style and input. - Full functionality on both Android and iOS operating systems in addition to the website. The ideal freelancer would have extensive skills and experience in AI development, app development for Android and iOS, and website design. Familiarity with logo design and generating a user-friendly interface is a must. Those with previous experience in similar projects will be preferred.

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