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AyushSaha184/README.md

Hi 👋, I'm Ayush Saha

Coding

3rd-year student | Aspiring GenAI Engineer specializing in RAG and Agentic AI Projects. Strong focus on performance and building reliable, production-ready services.

Resume

ayushsaha184

🛠️ Tech Stack & Tools

Languages/Technologies

Databases/Tools

Libraries/Frameworks

Generative AI

🚀 Featured Projects

🔹 IntelliDocs

A Retrieval-Augmented Generation (RAG) powered enterprise document assistant that delivers accurate answers from company documents in seconds.

🔹 Eval-MCP

A Model Context Protocol (MCP) Server providing 15+ tools for fast and efficient evaluation of RAG system accuracy and reliability.

🔹 Testa Code

A multi-agent orchestration platform that generates high-quality and edge-case-focused test cases for uploaded code across multiple languages.

🔹 PR-Prep

AI-powered CLI agent that analyzes staged Git diffs, detects breaking changes using AST parsing, and generates structured pull request descriptions with reviewer suggestions.

🔹 Raw-Logger

Local-first observability CLI tool for correlating logs across multiple services. Supports timestamp normalization, clock-skew estimation, and event timeline reconstruction using in-memory SQLite.

⚡ Quick Facts

  • 🌱 Currently learning: Agentic AI, NLP, Transformers
  • 🌐 Portfolio: View my work
  • 📫 Reach me at: ayushsaha184@gmail.com
  • ⚡ Fun fact: I debug first, panic later 😄

📊 GitHub Analytics

🌐 Connect With Me

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  1. IntelliDocs IntelliDocs Public

    A Retrieval-Augmented Generation (RAG) powered enterprise document assistant that provides instant answers from company-related docs.

    Python 1

  2. Eval_MCP Eval_MCP Public

    An MCP server that offers 15 specialized tools to evaluate and improve the accuracy of RAG based systems.

    Python 1

  3. TestaCode TestaCode Public

    A multi-agent powered software testing suite built to automatically generate unit tests and enforce robust code validation.

    Python 1

  4. MediFlow MediFlow Public

    A multi-agent system that analyzes X-rays, PDFs, and health records to identify potential medical conditions from user-provided data.

    Python 1

  5. PR-Prep PR-Prep Public

    PR Prep is an AI-powered CLI agent that analyzes staged Git diffs, detects breaking changes via AST parsing, and drafts structured pull request descriptions with reviewer suggestions.

    Python 1

  6. Raw-Logger Raw-Logger Public

    A local-first CLI tool for correlating logs across multiple services. It watches or ingests log files, normalizes timestamps with clock-skew estimation, stores events in an in-memory SQLite timeline.

    Python 1