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SaptarshiMondal123/README.md

๐Ÿ‘จโ€๐Ÿ’ป About Me

class Saptarshi:
    role = "AI/ML Engineer"
    interests = ["LLMs", "RAG", "CV", "Cognitive AI"]
    current_focus = "Agentic workflows & multimodal systems"

    def build(self):
        return "Innovating one model at a time ๐Ÿš€"

๐Ÿš€ Mission

Iโ€™m building AI not just to solve problemsโ€”but to push India into the next era of intelligence.
My focus: low-resource NLP, cognitive systems, and AGI-level reasoning.
If itโ€™s impossible, Iโ€™m already interested.
๐ŸŽ“ Education ๐Ÿ“Š CGPA ๐Ÿ”ฌ Research Focus ๐ŸŽฏ Goal
B.Tech CSE @ UIT Burdwan 8.75/10 Low-Resource NLP & RAG AI Innovation

๐Ÿ› ๏ธ Tech Stack

๐Ÿ’ป Languages

Python Java C++ JavaScript HTML5 CSS3


๐Ÿง  AI/ML & Data Science

PyTorch TensorFlow LangChain Hugging Face OpenCV scikit-learn Pandas NumPy Keras


๐Ÿ› ๏ธ Frameworks & Libraries

Flask FastAPI Streamlit


๐Ÿ—„๏ธ Databases

MySQL PostgreSQL MongoDB


โš™๏ธ DevOps & Tools

Git Docker Linux VS Code


โ˜๏ธ Cloud & Deployment

AWS Vercel Railway Render


โ›“๏ธ Blockchain (Beginner / Familiar)

Celo Algorand Flow Ethereum


โญ Specializations

๐Ÿค– Large Language Models

Expertise Level
RAG Pipelines โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ 95%
Prompt Engineering โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ 95%
LLM Fine-tuning โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 85%
Model Optimization โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 80%

๐ŸŽจ Generative AI

Expertise Level
Text Generation โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ 95%
Multimodal AI โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 85%
Speech & Voice Systems โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘ 80%
Cognitive Systems โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘ 70%

๐Ÿ”ญ Currently Building

  • Agentic AI Auto-Coder โ€“ turning natural language into full-stack apps
  • EchoDAO โ€“ decentralized truth verification for social impact
  • AI-driven medical platform upgrade (Major Project)
  • Designing low-resource NLP benchmarks for Indian languages

๐Ÿš€ Featured Projects


๐Ÿ“Š GitHub Analytics

Stats Streak



Languages



Activity Graph

๐ŸŽฏ 2025โ€“26 Goals

  • Publish my first research paper
  • Win a major global hackathon
  • Land a solid software/AI role
  • Build Indiaโ€™s lightweight open-source LLM โ€” because someone has to start before the world believes

๐Ÿ… Certifications & Experience

๐Ÿ“œ Certifications

  • ๐ŸŽ–๏ธ AI Engineer for Data Scientists โ€” DataCamp (2025)
  • ๐ŸŽ–๏ธ Generative AI on AWS โ€” Skillsoft (2025)
  • ๐ŸŽ–๏ธ Artificial Intelligence Fundamentals โ€” IBM (2025)
  • ๐ŸŽ–๏ธ LangChain Application Development Essentials โ€” Coursera (2025)
  • ๐ŸŽ–๏ธ Postman API Fundamentals Student Expert โ€” Postman (2025)
  • ๐ŸŽ–๏ธ Crash Course on Python โ€” Google (2025)

๐Ÿ’ผ Experience

AI Research Intern โ€” Edunet Foundation (Microsoft & SAP CSR)
Feb 2025 โ€“ Mar 2025 | Remote

  • Developed AI solutions using Microsoft Cognitive Services
  • Worked on ML workflows for real-world applications
  • Learned responsible AI and ethical deployment practices

AI/ML Intern โ€” ShadowFOX
Sep 2025 | Remote

  • Contributed to ML automation workflows and model testing
  • Improved model pipeline accuracy and performance
  • Earned Certificate of Completion for strong contributions

Snake animation

๐Ÿค Let's Connect & Build AI Together!



Visitors


โญ Star my repositories if you find them helpful!

Pinned Loading

  1. Sanavi-AI-Driven-Health-Diagnosis-Platform Sanavi-AI-Driven-Health-Diagnosis-Platform Public

    AI-powered system for medical diagnosis.

    Jupyter Notebook 1

  2. Echo-DAO Echo-DAO Public template

    EchoDAO is a blockchain-based decentralized governance platform that lets communities vote on proposals and manage funds transparently. Built on Celo with AI-powered content verification and IPFS sโ€ฆ

    TypeScript 2 2

  3. Prismiq Prismiq Public

    Prismiq AI is an intelligent web platform for NASA Space Apps Challenge 2025 that automates the processing, analysis, and visualization of scientific datasets. Using AI-driven data cleaning, LLM-baโ€ฆ

    TypeScript 1

  4. TrackGuard TrackGuard Public

    TrackGuard is an AI-powered system that detects hazards on railway tracks in real time, sending instant alerts to prevent collisions and enhance rail safety

    Python 1 1

  5. krittikabiswas/copsight-police-app krittikabiswas/copsight-police-app Public

    ๐Ÿ”๐Ÿ“Š A smart Police Analytics & GIS Dashboard that blends data-driven insights, ๐Ÿค– ML-based crime analysis, and ๐Ÿ—บ๏ธ interactive maps to track crime trends, ๐Ÿ‘ฎโ€โ™‚๏ธ measure police performance, and support โ€ฆ

    TypeScript 3 1