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debmalyaSanyal/README.md

πŸ‘¨β€πŸ’» Hey, I'm Debmalya Sanyal!

Generative AI Analyst | AI/ML Engineer | Researcher

Typing SVG

Developer coding animation


🧠 About Me

I'm a Computer Science postgraduate student and AI/ML practitioner passionate about building intelligent systems that solve real-world problems.

  • πŸ’Ό Currently working as a Generative AI Analyst at iMerit.
  • πŸŽ“ Pursuing M.Tech in Computer Science & Engineering (AI & ML) at IEM Kolkata.
  • πŸ“š Completed a Dual Diploma in Programming and Data Science from IIT Madras.
  • πŸ€– Exploring Generative AI, Agentic AI, LLMs, RAG, and AI agents.
  • πŸ‘οΈ Interested in Computer Vision, NLP, Machine Learning, and Speech AI.
  • πŸ”¬ First author of a Springer-published research paper.
  • πŸš€ Building practical AI applications and research-focused tools.

I enjoy taking an idea from experimentation to a working application.


🌐 My Personal Portfolio

Visit my personal portfolio to explore my background, technical skills, projects, research, and professional journey.


πŸŽ“ Education

Qualification Institution
M.Tech – Computer Science & Engineering (AI & ML) Institute of Engineering & Management (IEM), Kolkata
Dual Diploma – Programming and Data Science Indian Institute of Technology Madras (IIT Madras)

πŸ’Ό Professional Experience

Generative AI Analyst β€” iMerit

Working with AI-focused workflows and technologies, with interests in generative AI, language models, data quality, and AI evaluation.


πŸš€ Featured Projects

πŸ“ 1. PaperAlpha β€” AI-Powered Research Paper Assistant

An AI-powered platform designed to help researchers with literature discovery, research material analysis, structured paper writing, quality checks, and document export.

  • πŸ”Ž Literature discovery using OpenAlex and Crossref.
  • ✍️ Section-by-section research writing workflow.
  • πŸ“„ DOCX export and research quality checks.
  • βš›οΈ Built using Next.js, React, TypeScript, and Tailwind CSS.

πŸŽ™οΈ 2. Offline AI Meeting Assistant

A privacy-focused meeting transcription system that captures microphone and system audio and converts speech into text locally.

  • Real-time audio capture.
  • Local speech recognition using Faster-Whisper.
  • GPU-accelerated inference with CUDA.
  • No external transcription API required.

πŸ”— Explore the Repository

πŸ₯ 3. OpenClinicalAI

A modular, FHIR-first clinical AI foundation designed around an API-first architecture and privacy-conscious healthcare workflows.

  • FastAPI-based backend architecture.
  • Modular and plugin-oriented design.
  • Docker-based development support.
  • Healthcare interoperability and PHI-safe principles.

πŸ”— Explore the Repository

🚌 4. Where Is My Bus?

A responsive web application prototype focused on helping users explore bus routes and estimated schedules in Kolkata.

  • Bus route exploration.
  • Estimated schedule and position information.
  • Responsive interface.

Note: This is a prototype and does not claim live GPS tracking.

πŸ”— Explore the Repository

🧩 5. LLM Quiz Generator

A web-based project exploring automated quiz generation using web content extraction and Hugging Face language models.

  • Web scraping using Puppeteer and Cheerio.
  • LLM-powered question generation.
  • Node.js and Express backend.

πŸ”— Explore the Repository


πŸ“š Research & Publications

Springer Research Publication

First Author β€” Published Research Paper

I am the first author of a research paper published in Springer.

πŸ“– Read My Published Research

Research interests:

  • Artificial Intelligence and Machine Learning
  • Intelligent systems
  • Applied AI research

πŸ› οΈ Tech Stack & Tools

Programming Languages

AI / ML / Deep Learning

Scikit-learn Β· XGBoost Β· Hugging Face Β· LangChain Β· FAISS Β· Transformers Β· Faster-Whisper

Frameworks & Development

Databases & Cloud


πŸ“Š GitHub Analytics


🐍 Watch My Contributions Get Eaten!

GitHub contribution snake animation


πŸ€– A Little AI Magic

AI technology animation


πŸ˜‚ Developer Reality Check

Random programming joke

Me: I'll just fix one small bug.

The bug:

# Fix one bug
# Create three new bugs
# Debug for 4 hours
# Repeat()

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🀝 Let's Connect!

I'm always interested in collaborating on projects involving Generative AI, Agentic AI, Machine Learning, Computer Vision, NLP, and research-driven applications.

"Building, researching, experimenting, and learning β€” one project at a time."

Profile views

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  1. cancer cancer Public

    project

  2. harshu-kasyap harshu-kasyap Public

    Forked from harshu-kasyap/harshu-kasyap

  3. realtimeobjectdetection realtimeobjectdetection Public

    Python

  4. sign-language-detection sign-language-detection Public

  5. Virtunexa Virtunexa Public

    project

    Python

  6. avijit-28/smart-health-tracker avijit-28/smart-health-tracker Public

    HTML 1