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    2,000 python json extract data jobs found, pricing in USD

    ...IMMEDIATELY! - Extract data in a specified format. - Transfer data from the price listing PDF to an Excel spreadsheet. - Input details such as SKU, Name, Description, Brand, Cost Price, Length, Width, Height, and Weight, which are highlighted in blue. - If any title or heading is not mentioned in the details provided in item #3, add it to columns U-Z. - Ensure all data is formatted correctly, with names in proper case and prices as numerical values. I'm in need of a proficient data entry freelancer to help convert a scanned image PDF to an Excel spreadsheet. Key Details: - The PDF contains less than 50 pages. - The data in the PDF is in the form of scanned images, making it crucial that the freelancer has experience in handli...

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    I'm looking for someone who can do good work in python

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    Hello, We are seeking a skilled developer to construct a straightforward pipeline for processing data annotated with multiple categories, including cars, bikes, and number plates. Our project aims to leverage foundational models such as Grounding Dino, SAM, and various visual question answering models akin to GPT-4V (e.g., CogVLM, Qwen VLM). The goal is to enhance existing labels with additional attributes and generate new annotations based on the provided data. Your primary responsibility will be to update existing JSON files formatted in COCO using these foundational models. Detailed instructions regarding the types of modifications and any additional requirements will be provided. This project is initially short-term but has the potential to evolve into a long-te...

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    I'm in need of a skilled Python programmer to assist with an intermediate level coding task. The task is a university project due tomorrow, and it involves working with data structures and file operations. Key Requirements: - Proficient in Python: You should have a strong grasp of Python programming, particularly its data structures and file handling capabilities. - Experience with Intermediate-Level Programming: The task requires someone with experience handling tasks that go beyond basic calculations. - Ability to Work Under Time Pressure: This task has a tight deadline as it's due tomorrow, so you need to be able to work efficiently without compromising quality. My task is: Create a library that implements a stack via a linked list. Only p...

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    I am looking for a competent AI assistant to aid me with data analysis, research, and the implementation of pilot codes. This AI assistant should be proficient in Python DT description language and C#, and have a working knowledge of Markdown. The assistant should be: • Able to instantiate 3d model on physical entities • Capable of conducting thorough web research independently • Experienced in pilot code implementation • Comfortable working within a Windows Operating system Ideally, the successful candidate will have experience in data analysis and machine learning. Experience with the Windows operating system is a must. Understanding of other platforms is a plus. This is a great opportunity for freelancers who have a knack for de...

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    As an AI s...predict and analyze customer behavior - Developing and integrating natural language processing algorithms for sentiment analysis and customer feedback processing - Ensuring the AI system is well-equipped to provide personalized and efficient services to our customers Ideal Candidate: - Proven experience in Machine Learning and NLP, with a strong portfolio of successful projects - Proficiency in Python (preferred) and familiarity with Java and C++ for AI development - Strong problem-solving skills and an innovative mindset to drive AI-driven customer satisfaction improvements - Excellent communication skills to collaborate with the team and understand our customer needs Your expertise will play a crucial role in shaping our AI technology to deliver exceptional custome...

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    I'm currently in need of a skilled NLP expert with a good command of Python to review and potentially fix errors in my existing codebase. The project involves the following key aspects: - Data Preprocessing: The freelancer should thoroughly analyze the data preprocessing steps in the codebase for any potential inefficiencies, errors, or improvements. They should ensure that the data is being handled in the best possible way for the NLP tasks at hand. - Model Training: The NLP model training section should also be meticulously reviewed. It is imperative that the freelancer has experience in training NLP models and can identify areas for enhancement or correction. - Model Evaluation: The successful candidate should be able to evaluate the performance of th...

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    ...We are seeking an experienced Python developer and educator to create a comprehensive, self-paced online course focused on Raster Data analysis. The course will utilize Python programming within Jupyter Notebooks to teach practical and theoretical aspects of raster data handling and analysis. Scope of Work: - Course Structure: The course will consist of 7-8 lectures, each designed to be completed within a week, making the entire course duration approximately 7 weeks. - Content Creation: Each lecture will include a Jupyter Notebook containing both theoretical content and practical exercises. These notebooks should be self-explanatory to facilitate independent learning by students. - Data Use: All practical exercises will utilize openly accessible rast...

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    I'm in need of an experienced Python developer to assist with the development of critical web security tools. While specific tools aren't outlined below - Subdomain Enumeration: Subdomains to be listed and categorized. - Directory Enumeration - Sensitive Parameter Detection - XSS Testing - SQL Testing

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    I require, a professional with keen knowledge of Python and ArcGIS Pro, to create a script that can convert my ArcGIS Pro lyrx documents into the Geostyler format. The script must include the conversion of colors, labels, symbols, and fonts. Any individual with substantial experience and demonstrated skills in this field is strongly encouraged to bid. We are aware there are many libraries out there that can convert into many formats but not directly. We are ok with the document being converted several times as long as the end results are correct. We need this completed as soon as possible. Ideal Skills: - Proficiency in Python programming language - ArcGIS Pro expertise - Understanding of mapping elements including colors, labels, symbols, and fonts - General know-how o...

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    1...Convert the differential equations for each submodel into a numerical format compatible with optimization algorithms. Write the pseudo-spectral method for numerical optimization using libraries like SciPy for Python or built-in MATLAB optimization tools. 5- Optimization Execution: Define multiple test cases for minimum-time, minimum-aging, and balanced charging. Analyze results and generate insights regarding optimal tradeoffs between charging time and degradation. 6- Experimental Validation: Conduct experiments to validate the developed optimization algorithms against real-world battery data. Compare different charging protocols for trade-off analysis of capacity fade and charging time. This setup will allow a comprehensive comparison between traditional and optimized ch...

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    You need to be at least 16 years old and reside in Latin America or Eastern Europe. ✻ NO EXPERIENCE REQUIRED ✻ You do not need any experience whatsoever, but you must be clever and eager to learn. No. I am *not* being charitable. I am being practical. ✻ PAYING YOU TO LEARN ✻ No. You aren't dreaming. I value intelligence and problem-solving ability over experience. I'd prefer to work with someone who is clever and learns quickly rather than someone experienced but is not very intelligent and/or does not solve problems scientifically. Would I hire an Isaac Newton or an Albert Einstein even if he had no programming experience? Of course I would. ✻ TESTS ✻ You must pass several difficult logic tests to work with me. The first logic test you complete for me will be an unpaid l...

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    I need Crypto market making bot which is generate Volume without any loss. I need python code means I can run on AWS cloud. I have one code if you do changes on that then that's also Okay for me.

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    The name of my site is "". I am the owner of this domain. I want stu...student feels comfortable on the site and does not want to leave the site. So, because universities and students are international, we have to pay as much attention to legal issues as possible. Since we collect sensitive data and it is a payment system, data security is of utmost importance. We want each student to have his own personal profile that can track status of their application. In the future, we aim to obtain data automatically and integrate it into the site. Our site aims for 100,000 visits per month, so our systems must be able to withstand language is Python. Please let me know if you have any questions or concerns. The budget was selected as say with your bids.

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    ...is created, will move through 91 days of time. On set numbers of days (20, 30, 60, 90, 91) a hard coded reminder notification occurs. This can be on screen, or also emailed or texted.. eventually id want to check a box or select from a drop menu an yes/no indicator that that notification step was completed. In the attachments is the fields and titles of the notifications.. also I have a complete python script of the logic and steps. The small picture attachments are what's needed to be duplicated and enhanced with this project.. I also have a very detailed breakdown of each reminders title, when it should display in the 91 day cycle. Quotes need to be accurate and I need this in 5 days. This would principally setting up a rudimentary password protected web page and a datab...

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    I am looking for a skilled freelancer, adept in ETL (Extract, Transform, Load) operations. In this project, your task will be to extract CSV files from an SFTP server and load them onto a SharePoint Document Library. Key responsibilities: - Source the data from the SFTP server. - Ensure accurate and smooth extraction of CSV files. - Successful Load of the data to SharePoint Document Library. Ideal candidate skills and experience: - Solid background in ETL operations. - Prior experience with SFTP servers. - Proficiency with working CSV files. - Familiarity with SharePoint Document Library.

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    I'm looking for an experienced IoT developer who can create an Arduino-based system that triggers actions or alerts based on scraped text data from a website. Key Responsibilities: - Develop a system using Arduino, Raspberry Pi, and ESP32 microcontroller - Implement website scraping functionality to extract specific text content - Design a mechanism to trigger predefined actions or alerts based on the scraped data Ideal Experience: - Proficient in Arduino programming - Familiarity with ESP32 microcontroller and Raspberry Pi - Experience with website scraping techniques - Ability to integrate scraped data to trigger actions or alerts on an IoT system Please note that my preferred programming language wasn't specified. Feel free to suggest the most a...

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    I need a Python script to be deployed as a Lambda function and capable of processing tokens and handling verification and info retrieval tasks successfully. The Lambda function will handle both Google Sign-in ID and Access tokens. Summary: "Users creation" will be in DDB. "Endpoint creation" using API gateway. "User Authentication" using JWT "User Login" is via Google Sign-in

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    I'm seeking an expert Python developer to integrate the Sales, Inventory, and Accounting modules of Odoo with WooCommerce. This is an advanced task that requires deep knowledge of Python programming language and a strong understanding of Odoo and WooCommerce platforms. KEY TASKS: - Develop a robust API connection between Odoo and WooCommerce. - Ensure seamless data exchange between the Sales, Inventory, and Accounting modules. REQUIRED SKILLS/EXPERIENCE: - Expert-level Python programming skills. - Extensive experience with Odoo and WooCommerce integration. - Experience with API development and integration. This project is not for beginners or intermediate level programmers. I need someone with a high degree of skill and proven proficiency in Python...

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    I'm in need of an Android app developer who can build an application primarily aimed at driving user engagement. This dynamic application should prominently feature the use of push notifications to keep our users connected and engaged. Skills and Experience: * Extensive experience in Android app development * Proven ability in implementing effective push notifications * Under...ability in implementing effective push notifications * Understanding of user engagement strategies within applications The aim is to build an app that not only engages the user but encourages regular active use via well-timed and strategic push notifications. The developer should also value user experience, making sure the app is intuitive and user-friendly. the app must be working based on only Python...

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    It will crawl and extract all itags from all images from Docker Hub, , AWS ECR Public Gallery, Snapcraft, Flatpak, AppImages, Bundles, BitTorrent, EDonkey2000, SoulSeek and DC++, and it will build and publish deb packages (as APT repository). It will be also run a web server. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Experience How soon do you need your project completed? No time limit

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    Chinese Site Data Extraction 6 days left
    VERIFIED

    I need to extract pricing information and contact details from a Chinese website for market research and supplier contact purposes. - Extracting Contact Details: - The project also involves obtaining contact details from the website. This would typically include email addresses, phone numbers, names of suppliers, and any other relevant contact information. - It is important that this data is collected accurately and in a structured format for use in supplier outreach. Ideal Skills: - Proficiency in web scraping and data extraction. - Familiarity with Chinese websites and text. - Experience in market research and supplier sourcing. - Ability to organize data for easy analysis. - Attention to detail and accuracy in data collection. If you have e...

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    I'm in need of a skilled developer who can create a chat client-server program . The focus should be specifically on enabling text messaging and group chat functionality. The Language for this project is Python 3 You should write a client program and hence a client process should be running. Also. You should write a server program and hence a server process should be running. Specifically, you must implement two independent applications. One, called chatClient, implements the client component. The other one, called chatServer, implements the server component. You must design your own protocol for the communication between the client and the server. Key Features: Basic Functionalities • Administration Capabilities o A client will start by contacting the server to registe...

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    I am looking to have a PDF fillable form designed and coded to fit specific needs. This project involves integrating text fields, checkboxes, and dropdown menus into the form design. The purpose of integrating custom code into the PDF form is predominantly for customizing its appearance. It would be greatly appreciated if the form design could align with a minimali...The purpose of integrating custom code into the PDF form is predominantly for customizing its appearance. It would be greatly appreciated if the form design could align with a minimalist and clean style. Ideal candidates for this project should have strong skills in both form design and coding. Experience in Adobe Acrobat or similar PDF editing tools and programming languages such as JavaScript, Python, or C# would be b...

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    I am looking for a skilled professional to help me with the following project: - Crawl and download containers from Docker Hub and GitHub Container Registry - Extract all binaries, etc, from the containers - Publish the extracted binaries as deb packages in an APT repository - Utilize AI to ensure the repository is kept up-to-date with new and updated binaries daily. Ideal Skills: - Strong experience with container technologies, especially Docker and GitHub Container Registry - Proficiency in building and maintaining APT repositories - Knowledge of AI for automated software updates - Excellent understanding of binary extraction and packaging - Previous experience in software distribution is a plus. Please apply with your relevant experience and a brief outline of how you would ap...

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    ...including text and images, for offline viewing. Key Requirements: - Archive text and images: The system should be able to save text and image content from websites. Use appropriate tools like HTTrack, Wget, or WebCopy to mirror the website. - Single archive process: The content will require archiving only once, as it won't be updated frequently. Ideal Skills: - Proficient in web scraping: Ability to extract and save content from websites. - Experience with archiving systems: Previous work on systems that save web content for offline use. - Knowledge of offline storage: Understanding of how to save and retrieve content without requiring an internet connection. This project is ideal for someone who is looking to work on a one-time archiving system, and who has a background ...

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    I'm urgently looking for a web scraping expert who can help me gather information from various medical service provider websites. Key Requirements: - Extract doctor names, contact information, medical service details, and additional data such as phone numbers, specialties, and participating plans. - The information should be pulled from three specific websites - Website 1, Website 2, and Website 3. Your deliverable: - The scraped data should be compiled into a CSV format for easy analysis and integration into our system. Ideal Skills: - Proficient in web scraping and data extraction - Advanced knowledge in handling and exporting data formats like CSV - Experience in scraping medical websites or similar domains would be a plus. Please bid only...

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    I'm seeking a skilled software developer to join our dynamic IT team. The ideal candidate will possess expertise in Perl, Python, and XML/XSLT, and should be familiar with MySQL. Responsibilities: Develop And Maintain Software Applications Using Perl, Python, XML, XSLT, And Database Technologies. Design And Implement Data Transformation Processes Using XML And XSLT. Write Efficient, Clean, And Reusable Code That Complies With Company Standards And Best Practices. Collaborate With Project Managers, Business Analysts, And Other Team Members To Understand The Requirements And Provide Technical Solutions. Perform Database Management Tasks, Including Design, Modifications, And Performance Tuning. Assist In The Integration Of New Software And Systems Into Existing Env...

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    I'm in need ...customizable lighting effects, allowing the user to interact with them via a remote control, and connecting them to an external API. - Deposit Button: I also need a deposit button integrated into the website, to allow users to easily deposit funds. I'd prefer the button to be compatible with PayPal, Stripe and Square. Ideal skills and experience for this job would include: - Proficiency in JavaScript, Python and Ruby - Experience with hardware programming, particularly customizable lighting - Strong understanding of integrating payment gateways, especially PayPal, Stripe and Square - Previous experience in developing IoT devices and remote control systems. If you think you have what it takes to complete this project successfully, please reach out. I...

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    You are asked to create an Excel file (FILE A) that: 1) Automatically extract data from another Excel file (FILE B) which is located in an FTP folder and which is updated every day. 2) The FILE A must extrapolate the data from the FILE B based on some filters that can be set or changed. For example, a filter could be the Brand or the Price. 3) The output (FILE C) of FILE A must be a .CSV file composed of 3 columns: SKU, Quantity and Price. 4) The final part is that this FILE C is saved inside another FTP folder. This entire 1+2+3+4 process must be done automatically every day at a certain time without the intervention of an operator.

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    Web scraping + mobile app 6 days left
    VERIFIED

    We are looking for someone who has knowledge in web scraping and building mobile apps. Please do not apply if you don't have experience in both. As we are in the final stretch of our MVP (native iOS and Android mobile app), this individual will help us finish a critical feature in the app (i.e., web scraping) + other small fe...before you submit the bid AND include your time commitment (hours/week) and hourly rate. We will select candidates based on the bids. The detailed SOW will then be shared with the selected candidate/s before finalizing timeline & budget. Acceptance criteria will be provided once we move forward with the selected candidates. Tech stack: Frontend: React Native, Expo, Typescript Backend: Python, Flask, Postgresql APIs: Google Map, Sengrid ...

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    ...confirmation email. With animated banner and QR code. SQL database. All data from the users, questionnaires, orders, and ratings will be stored in a postgres SQL. I have specified the database design (see below). Currently there is no API to warehouse/shipping (postage of orders are handled manually, but please set up the database with the future API integrations in mind). Manual order (in backend). Basically, I want to be able to look at the sample ratings for each sample order and manually decide on what product to send the user. I will need an easy way to assign sample_order_id to a new product_id (see ORDERS table) Pop-up window for visitors outside shipping region, with email/name collection form. Backend interface to python environment Another page/workflow that make...

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    Google Play Store Reviews and Sentiment Analysis Website- The website offers a user-friendly interface and provide sentiment analysis of reviews from the Google Play Store. 1. User Module a. User Registration Module To get started, users need to register themselves by providing the following details: Username, Password, E...provides an interface for admins to perform various operations. Admins can view all the reviews, analyze the results of the reviews, and manage user profiles. d. User Manage Module- The user manage module allows admins to manage user profiles. Admins can view all user profiles, edit user profiles, and delete user profiles if required. Technologies Used Frontend: HTML, CSS, JavaScript Developed in : Python Database: MySQL Sentiment Analysis: Google Play Store Re...

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    I require a seasoned Python expert with specific skills in data analysis and scripting and automation. The key tasks will involve working with numerical data to accomplish two prime goals - data visualization and processing/transformation. Direct experience in the following areas is crucial: - Strong Data Analysis: Ability to dissect and interpret complex numerical datasets - Skilled in Scripting and Automation: Can systematically automate data processing and transformation tasks - Proficient in Data Visualization: Capable of creating intuitive visualizations to contextualize processed data Assured understanding of numerical data handling is a prerequisite. If the above resonates with your skills set, feel free to place you...

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    Fix Python Monitor 6 days left
    VERIFIED

    Hello, Im looking to fix a Python website monitor

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    I'm seeking a proficient video editor with a knack for enhancing gameplay footage. The task is twofold: 1. Edit Gameplay Highlights: I require someone who can take raw footage and extract the most exhilarating gameplay moments. 2. Create Montage of Funny Moments: Additionally, you must be able to identify and compile hilarious incidents in the game into a separate, engaging montage. Experience in gaming video editing and a good sense of timing and humor are crucial for this job.

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    Trophy icon Coffee Packaging Template Design 15 hours left

    We are looking for a talented packaging designer to create 20 - 30+ templates of our coffee p...duplicated content. + Designs must be created in our designer () + All designs must begin from our base template to ensure compliance with our app. To upload base template go to file -> open -> choose the file you download below (). Project Deliverables: + 20-30 unique and varied designs that integrate all necessary content. + JSON files should be downloaded from the designer studio and uploaded as final deliverable. + JPG file of design also uploaded with corresponding name as part of deliverable. + Any artwork that is uploaded into the designer (pictures, textures, etc.) must be uploaded to Google Drive in their original format.

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    I'm in need of a skilled Python/Java developer who can help me build a full-stack accounting web application. Key aspects of this project include: - **Main Feature:** The most crucial aspect of this accounting web application is its financial reporting capabilities. The financial data will be taken from Excel and XML. There will be financial reports (P&L, Balance Sheet, Cash Flow) and graphs to show the financial status. - **Technology Stack:** I require the project to be developed using Python/Java as the primary programming language. - **Database:** The application should be built using MongoDB for its databases. Ideal candidates should have: - Proficiency in Python/Java and MongoDB. - Experience in developing accounting or financial applications...

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    I need AWS Lambda function that handles Google signin JWT token and creates a new user in DynamoDB. For Endpoint creation - API Gateway For User auth - Google signin JWT token

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    I'm in need of an experienced fullstack developer who will help me determine an effective solution for my project. -Proficiency in Python, specifically Django and Flask, and PHP, particularly Laravel and CodeIgniter, is a must. -Despite skipping on certain details, I presume features such as user authentication and database management, plus API integration may be needed. -I haven't chosen a design yet but preferably, I'm looking forward to someone who can contribute to the style discussion. Your experience in multifaceted projects will be a huge plus.

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    I'm in need of a skilled developer who can help me with my entire software lifecycle. The project will involve...expected to run Snyk vulnerability tests to identify and mitigate potential security risks in the codebase. - Integrate Slack notifications: You'll need to set up a mechanism for notifying the team via Slack about the progress, issues, and other relevant updates of the project. The ideal candidate for this project should have experience and proficiency in the following programming languages: - Python - JavaScript - Your expertise in these languages will be crucial to successfully fulfilling the tasks at hand. Also, a strong understanding of software development practices, particularly CI/CD pipelines, and experience with SonarQube, Snyk, and Slack integration ...

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    I'm in need of an original Scheme language interpreter tailored specifically for Windows. This tool is to be primarily used for educational purposes, hence it should be user-friendly and efficient. A command line interface is sufficient for this tool. Must be written using python. Please include small simple technical report and simple design schematic. Ideal Skills: - Proficiency in Scheme language - Experience in developing Windows applications - Understanding of educational software design

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    ...app, where users can take a photo of the red scratches on the package and convert the red intensity into the applied pressure values. Below we explain these steps. 1. Users scan the red scratch by taking a photo with a mobile. 2. The app separates the photo into R, G, B images. 3. The app only uses R channel (discard the rest). The app detects the starched line from the R channel image and extract the average value of the red intensity on the scratched line. The app also detects the red intensity on the background. The app calculates Rstratch – Rbackground = dR. 4. We have a calibration equation (Pressure = dR x alpha). Based on the calibration equation, the app converts the average red intensity to the average pressure. 5. The app displays the estimated average press...

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    For this project, I need a proficient python developer with expertise in AI and human-computer interactions. I aim to implement AI probing into cyber-physical systems with a focus on human error analysis. Key Responsibilities: - Design and develop algorithms using Artificial Intelligence for cyber-physical systems. - The AI project will be implemented on a desktop computer. - The primary task is to conduct a comprehensive human error analysis, understand user behaviors in different scenarios, and generate actionable feedback. Ideal Skills & Experience: - Strong Python programming skills. - Deep understanding of AI, Machine Learning. - Expertise in Human-Computer interactions. - Experience with cyber-physical systems. - Background in HCI research, particularly human erro...

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    I'm seeking an experienced developer to create a REST API using Node.js and MySQL. This API will host a Wordpress Rest API multisite defined in a JSON file. Key Responsibilities: - Develop a REST API using Node.js - Utilize MySQL for database management - Host a Wordpress Rest API multisite - Implement user authentication - Integrate CRUD operations for posts and pages - Utilize custom endpoints for enhanced functionality Ideal Skills: - Proficiency in Node.js and MySQL - Prior experience with creating REST APIs - Strong understanding of Wordpress Rest API - Experience in user authentication implementation - Knowledge of utilizing custom endpoints - Previous experience with Express framework

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    I'm in need of a skilled JavaScript developer to create a script for me. Your task will involve: - Writing a script in JavaScript that can work on an Aruba Server - Retrieving JSON data from a specific link - Saving this data in a .txt file - Generate and save a new file every 15sec Ideal skills for this project would be a solid understanding of JavaScript, APIs, and JSON data handling. It would be beneficial to have experience in dealing with file manipulation in JavaScript. You can see the data ad this page:

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    Hello I am looking for a python code to scrape a large number pages and save them as html. In order to get to the page to save, you must click a radio button, submit, and then enter a string of numbers, then submit and then save the html. If the string entered provides an error then you must skip to the next iteration. There is no human verification. I already have a version I made myself that works with Selenium, however I need to increase the speed, so I am looking for someone to see if its possible to do this without even opening a browser and possibly using direct call methods (get, request, cURL, response, JSON?). It should be a simply project for someone who knows how to do this. Please enter the result of 3+2 for your message to be received.

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    I'm seeking an expert in developing a conversational AI platform that can transcribe and summarize patient-physician conversations. Key Features: - Real-time transcription - Speaker identification - Language detection - Segment transcripts - Validate outputs with evidence mapping - Extract structured medical terms - Summarized clinical notes - Identify Medications and Doses The ideal candidate should have: - Proficiency in developing and implementing generative AI - Proven experience in building advanced conversational AI platforms - Strong background in real-time transcription and summarization - Previous work in the medical field or conversant with medical terminology The project has a tight deadline and needs to be completed within a month or two. Please...

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    ...the best-fit programming language for my project, you are given the flexibility to choose between Python, JavaScript and Ruby, based on your expertise and the bot's needs. 2. Required Functionality: I'm not certain about all the functionalities needed yet. Hence, I expect you to suggest essential attributes during development, keeping in mind a bot that can handle referrals efficiently and incorporate an earning system. 3. Bot Purpose: The primary purpose of this bot is to encourage users to refer and earn rewards. It must be able to streamline this process, making it user-friendly and effective. Ideal skills and experience: - Past experience in coding telegram bots - Proficiency in Python, JavaScript or Ruby - Excellent understanding of referral functions ...

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