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  • Chennai

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samadarsh/README.md

Hi, I'm Adarsh

     

Building intelligent systems with Generative AI, focused on real-world applications in finance.

GitHub Streak

  • 🔭 Currently going deeper into Generative AI, LLM internals, and production-ready ML systems
  • 📊 With a trading background (Equity & F&O), I naturally think in probabilities, risk, and structured decision-making
  • 🌱 Exploring transformers, RAG pipelines, evaluation strategies, and deployment workflows
  • ⚙️ Focused on building practical, end-to-end systems - not just running experiments
  • 📈 Particularly interested in applying AI to finance, analytics, and intelligent automation

Tech Stack

       

Featured Projects

  • 🔸 Fin-Sight
    AI-powered financial intelligence platform for market analysis, financial research, and investment insights using Generative AI

  • 🔸 RepoMind
    LLM-based system to analyze and summarize GitHub repositories using a map-reduce architecture and structured reasoning

  • 🔸 VoiceNote AI
    Multilingual AI voice-note assistant for transcription, intent extraction, and structured summarization

Other Projects

What you'll find here

  • Machine Learning & GenAI projects
  • Structured, reproducible workflows
  • Financial analytics & system-driven thinking
  • Continuous learning in public

⭐ Build first. Learn faster.

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  1. fin-sight fin-sight Public

    FinSight: a local-first RAG system for financial PDFs (annual reports, transcripts, filings). Ingest with PyMuPDF, embed with BGE, store in ChromaDB, answer with Ollama/Gemini. FastAPI + Streamlit,…

    Python

  2. RepoMind RepoMind Public

    RepoMind is a context-aware AI tool that analyzes GitHub repositories by classifying project type and generating structured insights into file roles, architecture, and workflow using a multi-stage …

    Python

  3. VoiceNote-AI VoiceNote-AI Public

    Tamil ASR and transliteration app using Whisper and a custom Tamil-to-ASCII romanizer, with a Gradio UI for upload, transcription, and romanized output.

    Python

  4. GenAI-Email-Generator GenAI-Email-Generator Public

    AI-powered tool that scrapes job postings and generates personalised cold emails using Llama 3, Groq, and LangChain.

    Python