Windows CSV AI Rewriter

@koolvishruth

As a seasoned software developer with over 8 years of experience, I've developed a deep understanding and knowledge in the areas of Python, automation, and integrating APIs. Your project requires an AI-powered Windows-friendly utility that can seamlessly execute tasks unattended and provide graceful error handling - areas I'm specifically experienced in. One of my key strengths is my knack for turning ideas into code. I always strive to deliver not just functioning solutions but ones that are efficient, streamlined and understandable for clients with varying levels of technical expertise. For your project, I'll not only ensure its compatibility with Windows 10/11 Task Scheduler but also include clear documentation covering API sign-up steps and cost estimates, enabling you to manage the project seamlessly. Let's connect

@webmasters486

Hi there, I’ve reviewed your project and understand you’re looking for a Windows-friendly utility that reads a local INI file, processes a two-column CSV, applies a user-defined text-cleaning rule via an AI service, and outputs a cleaned CSV with preserved ProductCodes. The solution must run unattended through Task Scheduler, handle errors gracefully, and log any issues, all while keeping setup lightweight and dependency-free. I can deliver a well-packaged Python or C# script compiled into an .exe that reads the INI, sends each Description to OpenAI GPT-4-Turbo (or an alternative cost-effective AI), applies your RULE, and writes the output CSV exactly as specified. Detailed logging, clear error messages, and robust handling of missing files, malformed CSVs, or API failures will be included. The package will also contain a README with setup instructions, API sign-up guidance, and token cost estimates. With experience building Windows automation utilities, Python scripting, and AI integration for CSV workflows, I ensure a reliable, maintainable solution that runs unattended, respects the original CSV structure, and produces accurate AI-generated output. You’ll receive a sample INI/CSV pair for immediate testing and full confidence in the automated workflow. Best regards, Muhammad Adil Portfolio: https://www.freelancer.com/u/webmasters486

@devbaloni1983

Hello I am an expert with 15+ years of experience in the technical world, delivering simple to complex websites, e-commerce platforms, membership systems, and portals. I always ensure clear communication, continued support after delivery, and 100% client satisfaction. I specialize in C# development, creating robust desktop applications, web applications, and enterprise-level solutions. With expertise in .NET framework, API integration, and database-driven applications, I focus on building scalable, secure, and high-performance solutions tailored to your business needs. If you are looking for a dedicated C# expert who delivers quality, innovation, and on-time results, I’d be glad to work on your project.

@quan9824

As an experienced Full-Stack Developer with a focus on AI Systems and an excellent track record, I am confident that I can deliver the exact utility you've described for your Windows CSV AI Rewriter project. My proficiency in Python will enable me to create an efficient yet lightweight utility, ensuring smooth execution through Task Scheduler. I have hands-on experience in data processing, a key requirement for your project. I'm familiar with many popular packages like pandas and re which will help me to precisely manipulate the input CSV file and execute the designated RULEs using OpenAI GPT-4-Turbo, Deep Learning and Natural Language Processing methods. Another proficiency that comes to play here is my understanding of orchestration tools like Task Scheduler, meaning I can configure the utility to run seamlessly on your Windows 10/11 machine without any major dependencies. Be assured of a clean setup that includes detailed API sign-up steps, estimated token costs for OpenAI GPT-4-Turbo or other cost-effective alternatives I may recommend. And you'll get all this with a comprehensive README as part of my deliverables.

@ivaylo8

Hello, I’m Ivaylo. I’ll deliver a compact Windows-friendly utility (Python, C#, or PowerShell) that reads an INI with INFILE, OUTFILE, and RULE, processes a two-column CSV (<ProductCode>, <Description>) through a language model, and writes a clean, rewritten CSV in OUTFILE, preserving order and column count. Key features: - unattended run via Task Scheduler on Windows 10/11. - strict INI parsing with a single [Settings] header. - per-row LLM rewrite of Description to apply RULE, capped at 1000 characters. - robust logging to a timestamped .log file in the executable folder for missing files, bad CSV structure, or API errors. - lightweight dependencies with straightforward setup and a README. - sample INI/CSV included. I’ll provide setup notes and guidance on API sign-up and token costs for a practical provider (OpenAI or alternatives). The deliverable will include: a minimal executable or script package, a short README, and a sample INI/CSV pair.

@Aaleen110

Hi there! I recently completed a similar automation tool that processed over 10,000 data rows using the OpenAI API, effectively reducing manual editing time by 90% for my client. I specialize in building streamlined Windows utilities that bridge the gap between static data and dynamic AI logic, ensuring high-throughput processing without sacrificing output quality. My focus is on creating tools that are not only functional but also resilient to the common pitfalls of batch AI processing, such as API timeouts, rate limits, and formatting inconsistencies within large CSV files. I will build this utility using Python’s Pandas library for high-speed data parsing and integrate your chosen LLM—whether OpenAI, Claude, or a local model—through a robust, asynchronous API handler. The architecture will include a smart checkpoint system to ensure no data is lost or double-billed if the process is interrupted, alongside intelligent retry logic to handle connection blips automatically. I’ll also implement a custom prompt-templating engine, allowing you to fine-tune the rewrite instructions easily. For the final delivery, I’ll compile the tool into a portable, standalone .exe file using PyInstaller, ensuring it runs natively on your Windows system with zero external dependencies or Python installation required. Do your CSVs follow a consistent schema, or should the utility include a dynamic column-mapping feature to handle different file types? Additionally, do you have a preference for a specific AI provider, or would you like me to recommend a model based on your specific quality and cost requirements? I’m available to chat or hop on a brief call to align on the technical specs and get this utility up and running for you immediately.

@Alesha1018

As a seasoned software engineer, automation and API integration are some of my core competencies. I've successfully created numerous Windows-friendly utilities that are highly reliable and can be seamlessly scheduled with Task Scheduler. This aligns impeccably with your project requirements. I've worked extensively with Python, PowerShell, and C#, and can tailor the utility to fit the specific language that best suits the job while also considering your aversion to heavyweight dependencies. Furthermore, my experience with AI-generated code makes me a perfect fit for this project. I've not only used large language models like OpenAI GPT in the past but have also debugged, improved, and made it production-ready. I understand the invaluable mixture of set structure and language subtlety suiting this project that demands processing text data using popular natural language processing tools.

@Jairo51019

https://www.freelancer.com/projects/software-development/Parser-for-SQL-Migrations/reviews I will use Python 3.10.11 .NET 8.0 and VS2026 and VScode to implement your project. As an adaptable and experienced developer, I believe I am the best fit for your project. My strong suit in various languages including C#, PowerShell in handling large datasets give me the edge in curating the utility you need. With respect to your primary acceptance criteria, I have efficiently built unattended automation utilities that successfully ran from Task Scheduler on both Windows 10 and Windows 11 platforms. Let's take your project to the next level together by leveraging not only my skills but also a mindset that thrives on delivering high-quality solutions tailor-made for each client.

@Ahmedyar547005

Hey , I just went through your job description and noticed you need someone skilled in Software Development, Scripting, Data Processing, OpenAI, Automation, C# Programming, API Integration and Python. That’s right up my alley. You can check my profile — I’ve handled several projects using these exact tools and technologies. Before we proceed, I’d like to clarify a few things: Are these all the project requirements or is there more to it? Do you already have any work done, or will this start from scratch? What’s your preferred deadline for completion? Why Work With Me? Over 180 successful projects completed. Long-term track record of happy clients and repeat work. I prioritize quality, deadlines, and clear communication. Availability: 9am – 9pm Eastern Time (Full-time freelancer) I can share recent examples of similar projects in chat. Let’s connect and discuss your vision in detail. Kind Regards, Zain Arshad

@geethasekar1995

I am a senior developer of ASP.NET Core MVC & CMS & ASP.NET with over 8 years of experience in software development. I am an expert on windows and web development using C#, VB.NET, VB6, ASP.NET, Entity Framework. I work with ASP.NET, Core, MVC, Web API, WebServices, WCFServices, Webform, SQL Server, MongoDB, MySQL, Crystal Report, RDLC, SSIS, SSRS, HTML, CSS, Javascript, TypeScript, Jquery, AJAX, Angular, TFS, SVN, Github, GitLab, Azure, Plesk, Angular, Angular2, Javascript, HTML, CSS, JQUERY I use the Repository Pattern, Onion Architecture, Domain-Driven Design Architecture & Dependency Injection Design Pattern. I follow the SOLID principle. When working on a project with you, I like to keep in touch so we both have a clear understanding of our needs and vision of the project we are creating together. I deliver a quality product on time and on budget. Client satisfaction is my main goal. Thank you for your time and consideration.

@kend27

Hi, This is a well-defined brief and right in my wheelhouse — Python automation, API integration, and scheduled Windows utilities. I'd build this in Python, packaged as a standalone .exe with PyInstaller so there's nothing to install. It reads your INI, processes the CSV row by row, calls the AI API, writes the OUTFILE, and logs any errors with timestamps — exactly as described. For the AI layer I'd use OpenAI GPT-4o-mini rather than GPT-4-Turbo — same quality for text cleaning tasks at roughly 15x lower cost. For ~100 rows per run you're looking at fractions of a penny per execution. I'd include clear API sign-up steps and a cost estimate sheet in the README. Deliverables: — Standalone .exe (no Python install needed) — Sample INI and CSV pair for testing — README with setup, API key config, Task Scheduler instructions, and cost notes — Full source code included A couple of quick questions: — Do you want the OUTFILE to overwrite on each run, or append with a timestamp in the filename? — Any preference on how API key is stored — INI file, environment variable, or separate config? Can turn this around in 2-3 days. Happy to do a quick test run with your actual CSV format before final delivery. Ken

@juanestebana17

Hello, With extensive experience in Windows automation and API integration, I will develop a robust, easy-to-schedule utility that reads your configuration, processes CSV data, and utilizes AI for sophisticated text rewriting. This ensures a seamless, unattended operation as specified. What is the preferred AI platform or API for the text rewriting tasks, and are there any specific API usage constraints or preferences I should be aware of? Thanks, Juan Aponte

@ffulb

Your CSV rewriter needs a Windows executable that reads INI configs and processes product descriptions through AI. I'd build this as a Python script compiled to .exe using PyInstaller, integrating OpenAI's API for the text rewriting with proper error handling and logging. I built similar automation tools including a content pipeline that processes hundreds of articles daily and a price aggregation system handling 800+ products with scheduled processing. Both use the same pattern of file processing, API calls, and unattended operation you need here. Check out my automation work at ffulb.com. Can deliver the complete utility with setup documentation within 3-4 days. The approach handles all your requirements including Task Scheduler compatibility, INI parsing, CSV preservation, and detailed logging for production use.

@craigd43

With my experience and skills in C# programming, I am well-equipped to deliver a streamlined Windows-friendly utility that meets your needs. Your proposed task is complex, requiring effective handling of an INI file and CSV data with precise rules. My proficiency in C# allows me to craft robust and efficient solutions that minimize any potential for error. Additionally, I have a background in data processing, which will enable me to implement the necessary steps to read the INI file and CSV, interact with the AI service like GPT-4-Turbo, and produce the expected output CSV without extra columns or reordered rows. Moreover, I understand the significance of clear logging for runtime problems and smooth error handling, especially in an unattended task running through Task Scheduler. I will make sure all errors get logged accurately with a timestamp for easy reference and swift troubleshooting. You can rely on my meticulousness for this crucial aspect. In terms of dependencies, C# can deliver top-notch performance without hefty requirements. Rest assured that your scheduling utility will be lightweight while delivering first-rate results. A well-documented readme file is surely an integral part of any project too—I intend to provide concise yet comprehensive setup notes highlighting API sign-up details as well as estimated token costs for your decision-making process. Let's team up and bring your project to fruition in the most reliable manner possible!

@Hemantt841

Hi, I see you need a lightweight Windows utility that reads an INI file to process CSV descriptions with AI rewriting rules. You want it to run smoothly via Task Scheduler, handle errors gracefully, and produce clean output exactly as specified. Your project requires reading a local INI file with keys like INFILE, OUTFILE, and RULE, then sending each CSV row’s Description to GPT-4-Turbo or a similar AI for rewriting. The output CSV must keep original ProductCodes and include the AI-processed Descriptions, with detailed logging for any issues encountered. You also want clear setup instructions and cost estimates for the AI usage. I recently built a Python script for a client that automated CSV processing with OpenAI API integration, including error handling and logging, all packaged as a standalone executable using PyInstaller. This experience aligns directly with your needs, ensuring the tool will run on Windows without heavy dependencies and can be scheduled easily. I can deliver this utility within 5 days, including the README and sample files. Let’s discuss the best AI provider choice and any further details to get started.

@alexandrd24

______ Dear Client ____ HI, There - Let's build amazing your project together ___!!! I came across your project Windows CSV AI Rewriter and it caught my attention right away - This is the project I am best at. I have 7 years of experience in Data Processing, C# Programming, Python, Software Development, Automation, OpenAI, API Integration, Scripting, and I've worked on similar projects. Can we discuss now about your project? During the discussing via chatting or call, I would like to show some of my previous projects and discuss how my skills are a perfect fit for my geometry project. I'm available to start immediately and happy to jump on a quick call if that helps. Looking forward to hearing from you. Best regards, Alex 

@NEHABHAT92

As a seasoned developer with an impressive 9+ years of experience, my expertise lies in web and mobile application creation, a skill set that extends perfectly to your project. With a strong command of Python, PowerShell, and C#, I'm well-equipped to build the Windows-friendly utility you require and the cron script you need to schedule it with Task Scheduler. I understand the significance of this utility to your workflow; hence I would ensure it does not only meet but exceeds each of the acceptance criteria you've outlined. From creating an application that runs seamlessly under Windows 10/11 from Task Scheduler to consuming your INI file exactly as specified, producing the expected OUTFILE, and having a graceful error handling mechanism inclusive of detailed log output. My commitment to providing you IT services that transform your **IDEAS TO REALITY** isn't just empty rhetoric. It is backed by strong capabilities in Python, PowerShell, C#, HTML/HTML5/CSS/Responsive Design among other programming languages - all important requirements for your project. I guarantee timely delivery of the project, post-project support for three months at no extra charge plus other bespoke services. Working together on this task means getting quality service and peace of mind.

@nickyjohnl

Hello, I have delivered similar automation utilities before, including small Windows-ready tools that process local CSV files, call LLM APIs, and produce clean output with logging. I have handled INI-driven configurations and simple text-rewriting rules, so I understand how to keep setup light and avoid heavy dependencies. I can build your utility so it reads the INI, processes each row with the chosen model, applies the rule clearly, and writes a correct two-column CSV with a log file for any issues. I will also include clear setup notes, API steps, and estimated usage costs. Regards, Nicky

@vasylklymiu

Hi, I just applied after read your job posting carefully and I believe that I am good fit to your project. I have thoroughly reviewed your requirements and I am confident in my ability to deliver excellent results. I'm a serious bidder. I will satisfy you with my high skills! I am an expert which have 8+ years of experience on Python, Data Processing, C# Programming, Software Development, Scripting, Automation, API Integration, OpenAI I will work on your project hard with full time. I am looking forward to meet you to discuss the further detail about this project. Looking forward to hearing from you. Thank You