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    I'm in need of a skilled OpenCV programmer to help me with a bug in my WhatsApp automation script. Here's what you need to know: - The specific issue is that the automation isn't starting as expected. - The script is written in Node.js. - I haven't been able to locate any error messages or logs that might be related to the issue. You should ideally have experience with: - WhatsApp automation - Node.js - OpenCV Your task will be to identify the root cause of the automation failing to start and rectify it.

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    I have a YOLO v5 detection Python script, and I'm looking to turn it into an API-based web program with FastAPI. The API must support user inputs for 4 Twilio contact numbers and 4 RTSP addresses, and it should display the four video streams in a grid on a single page. Key requirements: - Convert the existing YOLO v5 detection Python script into a FastAPI-based web program. - Implement user input functionality for 4 Twilio contact numbers and 4 RTSP addresses. - Display the video streams in a grid layout on a single webpage. Ideal skills and experience: - Proficiency in Python and experience with YOLO v5 detection. - Strong knowledge of FastAPI for building web APIs. - Previous experience integrating Twilio for messaging. - Familiarity with displaying mul...

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    I have a database containing over 600 serial numbers. Email serial number has an associated email address. Instead of listing the same email address multiple times, I would like a script to place all serial numbers by one email address. This will enable me to email the customer once with ALL of their serial numbers in one email. Example: Hannah Walker appears in the database 5 times, the script should remove the four duplicates of Hannah Walker and put all 5 serial numbers by her name.

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    I'm seeking a skilled individual to assist in increasing my Telegram member count. The main goal of this promotion is to attract Crypto Enthusiasts to my channel. Key Requirements: - Experience and success in increasing member counts for Telegram channels. - A good understanding of the crypto market and community. - Ability to personalize direct messages based on the recipient's interests. - Strategies for engaging with potential members in a non-intrusive way. Your main tasks will include: 1. Identifying and reaching out to potential members within the cryptocurrency community. 2. Engaging with these individuals through personalized direct messages. 3. Encouraging them to join our Telegram channel. Personalization is key...

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    I'm seeking an expert in Python to help me with an Artificial Neural Network (ANN) implementation. Key Responsibilities: - Developing a comprehensive ANN tailored to our specifications. - Ensuring that the ANN is thoroughly trained. Ideal Skills and Experience: - Extensive experience with Python, particularly in the context of AI, neural networks, or machine learning. - Proven track record of successful ANN implementations. - Proficiency in the field of data science is highly advantageous. Please note that a strong grasp of neural networks and machine learning concepts is crucial for this project. Your ability to troubleshoot and debug effectively will be highly valued. Should you choose to bid, please provide examples of your previous work...

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    I am seeking the expertise of a professional engineer to create 2 sets of stamped engineering plans for a 7-10k elevator boat lift. The desgin should incorporate: - 20 degree angle lift secured to a seawall, indicating a balance of strength and flexibility. - Weight capacity between 5,000 - 10,000 lbs, to cater to a diverse range of boats. The ideal candidate should have: - Extensive experience in marine engineering - A proven track record with designing boat lifts - Familiarity with the local codes and regulations in Pasco County. For a smooth working relationship, the ability to respond promptly to queries and meet deadlines is crucial. Detailed and clear communication is also essential.

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    I'm looking for a professional who can help me integrate my FreePBX system with an AI to automate and manage my call center. The ideal candidate should be able to: - Implement AI-driven call routing - Develop an AI voice bot - Configure the AI voice bot to provide information, take orders and schedule appointments Key requirements: - Seamless integration between FreePBX and the AI system - Smooth call handling and routing - Accurate and relevant information delivery by the AI voice bot to the callers - AI system must be able to provide business hours, product descriptions and pricing information to the callers.

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    I'm seeking a skilled programmer, proficient in Python, who can develop a trading algorithm according to my exact specifications. The algorithm itself must integrate with the TD Ameritrade platform and take into consideration an array of varying factors such as: - Historical stock prices - Market trends - Earnings reports - The presence of candles twice as large as the previous candle sma cro - Ignoring red and green bars - 8 sma crossing 21 at any time frame - 20 sma crossing 200 at any time frame - 50 sma crossing 200 sma - Double tail bars at any time frame A solid understanding of financial markets as well as a proficiency in developing trading algorithms is necessary. This task is intricate and requires meticulous attention to detail, only experienced dev...

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    I'm in search of a skilled Python PHP developer with experience in backend development. If you have a good grasp of Python and backend systems, this project is for you. Essential skills and experience: - Proficiency in Python PHP - Proficiency in Firebase MySQL - Experience in developing real-time features like live chat and notifications Ideal candidates will have: - Strong communication skills - Experience in developing and maintaining a reliable backend system - A keen eye for detail and the ability to troubleshoot and solve problems quickly If you think you're a good fit for this project, please get in touch. I'm excited to see what you can bring to the table.

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    CORS Issue 6 days left

    Solve a cors issue in sever api . Api is developed in python flask .

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    ...Objectives Our goal is to provide subscribers of a mobile phone company with an innovative mobile money solution. This solution will allow users to perform various financial transactions and payment operations from an iOS/Android mobile application. To carry out this project, we are looking for a competent and experienced IT developer company to ensure the development, deployment, and support of the Mobile Money solution. Preliminary and non-definitive mockups of the solution are provided in the appendix to illustrate the functional expectations. 2. Functional Scope The functional scope of the Mobile Money solution must cover at least: - Management of a virtual wallet account per user - Subscription/purchase of our mobile plans (Purchase of airtime/pr...

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    Convert PDF to JSON object 6 days left
    VERIFIED

    I'm looking for someone proficient in Python to convert a PDF specified values file into a JSON object format. 1 PDF and 2 excel.

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    ...efficient. I need the API to include the following features: I am seeking a skilled developer to create a API to act as a third party implementation to serve clients such a service oriented businesses as Massage Therapists for client booking via scheduling calendar of showing available appointments ( this calendar shall also be utilized by the client to create time blocks when required ) in addition require online credit card initial deposits at time of scheduling and final payments featuring Vaulting to retain credit card details for future or ongoing appointments. A feature automation to fwd notifications client of booked appointment / via text / emails Pls review the attached samples. - User authentication: This should ensure th...

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    I'm seeking a skilled political cartoonist to create a 3 to 4 frame, colored cartoon. This project focuses on liberal viewpoints regarding national political figures. I need someone who can humorously yet effectively convey political messages through their illustrations. Ideal skills and experience include: - Extensive background in cartoon drawing - Understanding of national politics and liberal perspectives - Ability to translate complex issues into easy-to-understand, engaging, and humorous visuals - Strong coloring skills to create vivid and appealing illustrations. Please provide samples of your previous work, especially if they involve political cartoons. This will greatly help me in making my decision. Thank you!

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    ...Jetson Orin device via /dev/video0. The stream is in Grayscale (RG12, 12bit) format and I need assistance in creating Python code to receive this stream and make it available in a CuPy array. The primary goal is to process this data in real-time for monitoring purposes. It is crucial that the data is not copied between CPU and GPU memory. Key Requirements: - Acquire data stream from /dev/video0 on Nvidia Jetson Orin and store as an array - Use Python 3.9+ for the codebase - Process the data array for real-time monitoring - Do not copy data between CPU and GPU memory, as one frame is 17MB in size Ideal freelancer for this project should have: - Extensive experience with Python, particularly in real-time data processing - Prior experience with Nvidia J...

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    We are in the final stag...stage of migrating an existing Django Project to a new machine in a docker compose stack. The database is already moved over. We are stuck with python dependency issues. You need to have good knowledge in - Django and Python3 - Docker, especially Compose stacks - Postgresql You will be working with a system admin who is in the middle of the migration and take over the dependency part, tmate will be used to work together. If you have read this, please add "HDJX34K" to your bid or it will be considered spam, ignored and removed. Your job: - docker compose build - have a look at the python dependency issues - try to resolve them and rebuild. - eventually adjust Django's accordingly. We want this w...

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    ...vibrant and engaging event layouts? SARYA EVENTS LLC OPC is seeking a skilled freelancer to bring our UAE Union Day, Flag Day celebrations, and wedding venues to life through stunning 3D visualizations. About the Project: We are planning grand celebrations for UAE Union Day and UAE Flag Day, incorporating traditional Emirati elements and activities, as well as designing beautiful wedding venues. We need detailed 3D visualizations for the following venues: Scope of Work: UAE Union Day Venues: Locations: Indoor and outoor location. Objective: Showcase patriotic decorations and activities that highlight traditional Emirati culture and heritage. Tasks: Create detailed 3D models of event layouts tailored to each specific venue. Design and visualize booths/tents (3x3 m...

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    ...workflow and communication on Slack through the creation of automation bots. These bots should offer the following functionalities: - Message Scheduling: Automating message delivery at specific times. - File Sharing: Facilitating easy and organized file exchange between team members. - Task Assignment: Automating the delegation of tasks within the team. - Onboarding: Assisting with the onboarding process for new team members. I prefer the use of the Slack API to develop these bots. The ideal candidate should have a good understanding of this platform and be able to leverage its features effectively. User interaction with these bots should be seamless and intuitive. I envision the following methods: - Direct Messages: Bots should respond t...

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    ...optimization tasks on my WordPress website to increase its Google Page Speed, including working on images and media files, caching mechanisms, JavaScript, and CSS files. However, my website is still scoring low in Google Page Speed Insights. Key tasks: - Perform a thorough audit of the website to identify the inefficiencies that are impacting the speed. - Implement advanced optimization techniques to increase the Google Page Speed score significantly. Ideal skills and experience: - Proven experience in optimizing WordPress websites for speed. - Expertise in working with images and media files, caching mechanisms, JavaScript, and CSS for performance improvement. - Strong understanding of Google Page Speed Insights and how to interpret and respond t...

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    I'm looking for a skilled developer to create a rock paper scissors game on a Raspberry Pi. The outcome should be displayed on an LED. The following are the key requirements for this project: - **LED Display Design:** I don't have a specific design in mind for the LED display, so I'm open to creative suggestions. It would be great if the design can enhance the user experience and make the game more engaging. - **Programming Language:** I'd prefer the game to be developed using Python. Please ensure you're proficient with Python and can create a smooth and efficient game. - **Control Mechanism:** I'll need the game to be controlled via a web interface that's accessible through a network. This is essential for user...

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    I need a professional video creator to develop three high-quality, engaging explainer videos for my business. The explainer videos serve the following purposes: 1. Introduce: A video to explain who we are as a business. 2. Listing Tutorial: A video illustrating how someone can list an item on our platform. 3. Hiring Tutorial: A video demonstrating how someone can easily hire an item through our platform. Key Project Requirements: - Motion Graphics: The videos should be created in a motion graphics style. - Length: Each video should ideally be 1-2 minutes long. - Script: I already have fully prepared scripts for each video, so the main task would be to bring these scripts to life. Ideal Skills and Experience: - Proven experience in creating high-quality expla...

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    I'm seeking a skilled Python developer with exceptional capabilities in algorithms and data structures. Your primary task will be to develop an innovative solution for a Disjoint Union Set problem. Key Responsibilities: - Develop a new solution from scratch - Implement a Disjoint Union Set algorithm in Python - Ensure the algorithm is efficient and correct Ideal Skills and Experience: - Proficiency in Python is a must - Deep understanding of algorithms and data structures, specifically Disjoint Union Set - Strong analytical and problem-solving skills I have a code already but npot working but i recommend u start from skratch here is the problem please read it, the problem is tricky As it is the best SHS course, the teacher allowed you to work i...

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    Hello, I'd like to correct an error I have on our Python/Django website hosted on PythonAnywhere. Here are the logs: If you think you can fix this bug, please contact me via Freelancer.

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    ...experience in cTrader platform and C# programming to create a custom Renko-based cBot for me. Key Requirements: - C# Proficiency: The developer should be well-versed in C# programming language, as the cTrader platform typically uses this language for cBots. - cTrader Platform Knowledge: Experience with this platform is essential, the developer should have a strong understanding of how to work with its APIs and develop cBots. - Custom Renko Functionality: I need the developer to implement a custom brick size for Renko charts in the cBot. -Automated Trading Execution: The cTrader bot should be able to automatically execute trades based on the parameters of the strategy. - Backtesting and optimisation capabilities: The ideal developer will need to...

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    I'm in need of an experienced web developer proficient in Python or PHP, specifically with expertise in Magento. The project involves creating a customized e-commerce website, which requires several key features: - Product Catalog: The website must be able to showcase a wide range of products, organized in a user-friendly and visually appealing way. - Shopping Cart & Checkout Process: A seamless and secure shopping experience for users is paramount. This involves a smooth cart functionality and a secure checkout process. - User Registration & Login: The site should enable users to create accounts and log in, allowing for personalized shopping experiences and order tracking. - Super fast load time at least 93 score in google load time. - Booking Platform w...

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    an experienced C++ or Python or Tenserflow or Java or AI (etc.) developer to create a software program for Windows. A skilled developer with expertise in creating a dynamically pixelating images (not simple machine or grid pixelation). The program should have the following functionalities: - dynamically pixelate any imported image into mathematical, non-mathematical or custom shapes in various styles with user adjustable settings and configurations - adding additional shapes into the created shapes in separate layers to create more complex outcomes - export of the pixelated images as 300dpi vectorized or rasterized files - intuitive interactivity with user friendly adjustments, selections and editing The ideal freelancer would have extensive experience in graphic pr...

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    ...help me automate personal communication using WhatsApp Cloud API. The main goal of this project is to streamline my personal communication processes and make it more efficient. Key Responsibilities: - Integrating WhatsApp Cloud API: The first phase of this project would involve setting up the WhatsApp Cloud API, including the integration of a websocket webhook for real-time communication. - Developing Automation Scripts: I will need you to create Python scripts that can automate various communication tasks on my behalf. This might involve sending messages, responding to specific triggers, or even managing contacts. Skills and Experience: - Proficiency in Python: You should be an expert in Python programming, as this will be the primary...

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    I'm looking for a Python content writer who can create technical documentation at an intermediate level geared towards software developers. Key Requirements: - Previous experience writing technical documentation. - Comprehensive understanding of Python programming language. - Ability to break down complex concepts into easily digestible content. - Knowledge of the needs and interests of software developers. The documentation should be structured, engaging, and provide a thorough explanation of Python concepts that are relevant and useful for software developers. A long-term collaboration may be possible for the right candidate.

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    I'm searching for a skilled Python developer with a solid background in machine learning and image recognition to work on a project to help me write a python code that can detect the questions on a scanned image and crop them into different images. You can use any library or package. Key Tasks: - Object Detection: I require the developer to implement object detection capabilities within my image recognition system. - Text Blocks Detection: I need a method to accurately detect and interpret text blocks within images. The ideal candidate should have: - A strong background in Machine Learning, especially with Python. - Extensive experience in object detection and image classification. - Expertise in text blocks detection would be a gr...

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    I'm looking for a Python developer to create a simple Dash app that includes a PDF viewer. Key Requirements: - User can upload multiple pdf files in the app. - The user can select which pdf should be displayed in the viewer - the user can enter a text in a text box and when hit submit the app should be able to highlight those texts in the PDF.

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    Trax to AMOS Data Migration 6 days left
    VERIFIED

    I'm in need of a professional to assist me with migrating customer data from the Trax system to AMOS, and upgrading an old version of AMOS to a newer version. Key Requirements: - Experience in data science and data migration is a must. - You should be capable of cleaning the data before the migration process. - Experience with Python is a bonus, as it may be beneficial for data cleaning and transformation. The volume of data is between 1GB and 10GB. The ideal candidate should be proficient in handling such sizes to ensure a smooth and efficient migration process.

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    I am excited to apply for the part-time Software Developer position. As a third year computer engineering with solid background in both front-end and back-end development, I am confident in my ability to contribute effectively to your projects. Technical Skills and Expertise Front-end Development: Skilled in HTML, CSS, and JavaScript, with experience in and Tailwind CSS. I focus on creating responsive and visually appealing user interfaces. Back-end Development: Proficient in Python and Node.js, with a track record of building robust APIs and microservices. Database Management: Experienced with MySQL and MongoDB, capable of designing efficient database schemas and performing queries. Full-Stack Development: Able to integrate front-end and back-end system...

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    ...Responsibilities: - Networking: The ideal candidate should be able to expand my professional network on LinkedIn, connecting with relevant industry professionals and potential leads. - Lead Generation: Focused primarily on B2B companies, the specialist should know how to identify and nurture potential leads on the platform. - Content Posting: The specialist should be able to create, schedule, and post engaging and relevant content to keep my feed active and attractive. - Community Engagement: A key part of the job is to interact with the LinkedIn community through comments, shares, and likes. Preferred Interaction Style: - Personalized Messages: The specialist should be comfortable reaching out to prospects with tailored messages,...

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    ...am in need of a competent Python Django developer who can handle complex backend development and database integration tasks and run code as offline. Key Responsibilities: Develop, test, and maintain robust, scalable, high-quality software solutions. Design and implement new features and functionality. Write clean, maintainable, and efficient code. Develop RESTful APIs to support front-end functionality. Integrate user-facing elements developed by front-end developers with server-side logic. - In-depth understanding and experience of backend operations using Python Django. - Managing and integration of the database with the application. - Maintenance and improvement of existing codebase for optimal functionality. Desirable Skills: - Proven experience in Pytho...

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    ...act. You need to be super responsive, detail oriented, and work (typically 3-4 P.M.) EST. Your English must be excellent. If you just graduated, or if you just got hired hoping to wing it, or it takes you 3-hours to respond to a text with the owner... this position is NOT for you. It will only result in a few hours of work and poor reviews. Instead, we want a person that is patient and is willing to slowly prove that they are better, more capable and "hungrier" than the people we currently are using. We have grown from one, to many locations in two years, and we need to upgrade the team with competence. Marketing wise, we rely over 90% on inbound calls from Google. We want to increase our platforms to incl...

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    I'm looking for a skilled machine learning professional who can help me create a simple web-based dashboard for data analysis using Python. Key Requirements: - Utilize Python for data visualization - Data to be visualized is categorical - Proficient in machine learning for data analysis Ideal Skills: - Proficiency in Python for data visualization - Experience in creating dashboards for data analysis - Knowledge in machine learning for understanding the data The dashboard should be user-friendly and easy to understand, and should be hosted on a web server for easy access. Experience in similar projects would be a definite advantage.

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    As a Python Developer, I'm intent on automating specific repetitive tasks related to file management and organization. Key Responsibilities: - Develop scripts in Python to automate repetitive file management tasks. These tasks are slowing down our productivity and we need a solution to streamline them. - Implement an effective, reliable and user-friendly automated system that requires minimal manual intervention. - Ensure the system is highly secure and can handle large volumes of data effectively. The ideal candidate will have: - Proficiency in Python programming language and experience in automation.

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    I'm currently working with an existing Python code and need a professional to review and improve upon it. I'm not certain what version it is therefore freelancer with knowledge in both Python 2 and Python 3 is preferred. Ideal Skills: • Proficient in Python coding • Experience in code optimization • Excellent debugging skills Work Scope includes but not limited to: • Code review: Inspect existing Python scripts • Troubleshooting: Identify and fix any code errors • Optimization: Enhance code for better efficiency and performance The successful candidate should be able to work independently based on the existing code and requirements provided.

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    ...personal assistant to support my busy schedule and professional commitments. The ideal candidate will be able to handle tasks such as appointment scheduling, travel arrangements, email management, and basic research. Responsibilities: - Schedule appointments and maintain my calendar - Make travel arrangements, including flights and accommodations - Manage my email inbox, ensuring important messages are flagged - Conduct basic online research for upcoming projects or meetings Communication: The preferred methods of communication for this role are phone calls and emails, so excellent verbal and written English skills are a must. Hours: I'm expecting the personal assistant to work between 10-20 hours per week. This is a part-time position, with flexibil...

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    ...Engineer to develop a classification model that works with Google Mediapipe Pose Detection and has run trained ML models on web application (using JavaScript) The main task will be training the model to recognising the pose and creating a script for data generation from youtube videos. The trained model should work with the web mediapipe library and classify the given pose on a WebApp (JavaScript). (Eg: Push up and Push Down) You can refer this blog for reference: This project requires expertise in machine learning algorithms and techniques, as well as experience with Google Mediapipe and data preprocessing. The successful candidate should have a strong understanding of supervised learning and be able to optimize

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    I need an experienced programmer, highly proficient in Pine Script, to create a bot for Tradingview. This project involves: - Developing a bot that executes buy/sell orders The bot should be programmed to automatically manage my trading strategy, which will be discussed further upon commencement of the project. The ideal candidate should have extensive experience in Pine Script and understanding of the financial markets, especially within the context of day trading. Your skills should also include proficiency in creating alert systems within bots. I look forward to receiving your bids.

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    We are seeking an experienced developer to create a Telegram bot with natural language processing capabilities that can generate PowerPoint presentation files (.ppt). The bot will guide users through a series of steps to create a fully customized presentation. The ideal candidate should have experience in bot development, PowerPoint automation, and natural language processing. Key Requirements: - The bot should be compatible with both the Telegram mobile app and web version. - It should primarily focus on generating slides based on provided text inputs. Ideal Skills/Experience: - Proficiency in natural language processing - Extensive experience in building Telegram bots - Proven track record in developing AI for image retrieval - Previo...

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    I need a talented individual to create engaging theatre video ads to promote a specific product or service. I'm aiming to captivate an audience aged 46 and upwards. The ideal freelancer should have a proven track record in: - Creating effective promotional videos; - Understanding the theatre audience demographics; - Implementing creative ideas to grab the attention of mature audiences. Experience in the entertainment industry will be of added advantage. Your creativity will help in crafting messages that resonate well with the target audience. The end goal is to inspire, engage, and drive interest in the product/service. Your intuition and expertise in video marketing are crucial for the success of this project.

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    AI with Flutter & Django 6 days left
    VERIFIED

    I'm looking for a skilled AI, Flutter, and Django, python, developer to work on a project with the following key aspects: - AI Integration: The primary focus will be on implementing machine learning technology in the application. You should have a solid understanding of AI principles and how they can be leveraged in a mobile application, in this case using Flutter. - Cross Platform Development: The Flutter application will be targeted for both Android and iOS platforms. You should have experience in developing cross-platform applications and understand the nuances of each platform. - Django for CMS: The Django framework will be used to create a robust Content Management System (CMS) for the project. You should be proficient in Django and have experience i...

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    I am seeking a computer science graduate who is proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should fu...

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    I'm in need of a dedicated PhD holder in Computer Science who can spend several hours each week reviewing VLSI papers and translating them into Python code or c++ code. Key Requirements: - Advanced expertise in Python: You should be comfortable with complex Python coding tasks. - A solid understanding of Computer Science: Your field of expertise should be Computer Science to ensure you can effectively decode and optimize relevant papers. - Dedication: I'm looking for someone who can commit a considerable amount of time each week to this project. Please note that the VLSI papers may involve a wide range of topics within the realm of Computer Science so it's essential that you can grasp and code diverse concepts. Ideal candidate should...

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    I'm seeking a digital marketing specialist to assist with managing my social media accounts and creating engaging content for my business. Key Responsibilities: - Social Media Management: The core of this position will be managing my Facebook, Instagram, and Google accounts. This includes creating and scheduling posts, monitoring engagement, and responding to comments/messages. - Content Creation: I need someone who can create compelling content for my digital marketing campaigns. This will involve creating posts across various platforms to engage with our audience and attract new customers. The Ideal Candidate: - Proficiency in managing various social media platforms, especially Facebook, Instagram, and Google. - Strong copywriting and content creation ...

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    Custom cBot Development 6 days left
    VERIFIED

    Your original Bid Qu...increasing the price later. No cAlgo/ cTrader Bot experience? DO NOT BID! Anyone who quotes above budget will be disqualified immediately. Bid only if you are available to start work today. Must Read the attachment before bidding. You must submit your relevant work history as soon as you submit your bid not to disqualify. I'm looking for someone with demonstrable cAlgo experience ( Must share previous work samples and also show me live evidence on a video call to be considered eligible) to code my indicator-based simple bot within 5 days. Feel free to suggest if any of my requirements are difficult for your skill level and I can consider them. Those who don't reply to msgs for more than 1...

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    I'm in need of a full stack developer with proficiency in JavaScript, Python, and PHP. The ideal candidate should be experienced in building web applications and software, and must be adept at working with both front and back-end technologies. I have want to deploy my website to live then we start customization

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    I need an expert in Python to do predictive analysis on an operational database. Key responsibilities include: - Conducting detailed predictive analysis on our operational database, to help us in future planning and decision-making. - Ensuring that all calculations and reasoning are effectively communicated in a clear manner. Ideal candidate will have extensive experience in: - Python and its statistical libraries. - Previous experience with predictive analysis on operational databases. - The ability to present complex data and analysis in a clear, understandable way. This project is ideal for someone who can interpret business needs and provide appropriate solutions through their statistical analysis.

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