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Work Hard, not Easy :)
👨‍💻
Work Hard, not Easy :)
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ayushmaanFCB/README.md

Hey, I'm Ayushmaan Das 👋

AI/ML Engineer & Software Developer

LLMs · RAG · MLOps · Edge AI · Agentic AI · Embedded Systems

Building production AI systems from inference to deployment

I ship AI/ML systems end-to-end - from fine-tuning and quantizing LLMs to run on embedded Qualcomm hardware, to designing agentic RAG pipelines that reason over real-world data. My work sits at the intersection of Deep Learning, Agentic AI, and Systems Engineering, with a focus on making models fast, small, and deployable across cloud, on-device, and embedded environments. Currently a Software Engineer at MulticoreWare Inc., enabling coding-assistant LLMs to run on Edge AI / Qualcomm hardware, building an AI Playground for RAG & Fine-Tuning orchestration on AWS/Kubernetes, and designing quantization pipelines for TinyML deployment. Founder Chancellor Gold Medalist (SRIHER, 2025) and published author across four AI/ML book chapters.

Portfolio Link Email LinkedIn

📊 GitHub Streak

Main Account Work Account

🧠 Tech Stack

Languages

AI / ML / Agentic AI


Edge AI / Quantization / Deployment

Frameworks

Cloud & Infra

Other Tools

📚 Publications & Book Chapters

📫 Always open to discussing Agentic AI, Edge Inference, and RAG systems - reach out anytime!

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  1. Resume-and-Name-Card-Entity-Detection Resume-and-Name-Card-Entity-Detection Public

    This project aims at automating the process of hiring for major companies. Instead of going through the tedious process of manually going through tons of applications, the application aims at recog…

    Python

  2. Spotify-Music-Recommendation-Engine Spotify-Music-Recommendation-Engine Public

    Music suggestions for users based either on a custom-built algorithm from song input or emotion detection from face through live camera feed.

    Python

  3. GlossaCompiler---Text-to-Code-for-Young-Learners GlossaCompiler---Text-to-Code-for-Young-Learners Public

    Conversational AI for code assistance leverages Python's NLP capabilities to provide real-time help with programming tasks.

    Python

  4. ANPR-Application-with-PowerBI-Dashboard-and-Chatbot ANPR-Application-with-PowerBI-Dashboard-and-Chatbot Public

    The project was developed to automate the management of vehicles inside a campus.

    Python 2

  5. Streamlit-App-for-Highway-Traffic-Analysis-from-Twitter-API Streamlit-App-for-Highway-Traffic-Analysis-from-Twitter-API Public

    The streamlit app fetches tweets related to traffic congestion, accidents or roadblocks on providing the name of the city using various models.

    Python

  6. Portfolio-Ayushmaan Portfolio-Ayushmaan Public

    Personal portfolio application designed using Flask and deployed using Koyeb. Also includes Blogs, dynamically rendered and updated.

    Python 1