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koachgg/README.md

Hi 👋, I'm Belo Abhigyan

AI/GenAI Engineer · Award-Winning Innovator · Research & Production Impact · LLMs • RAG • Agentic AI • OSS Contributor

koachgg


🚩 Value Proposition

"I build robust, scalable AI/GenAI and agentic solutions—bridging R&D and enterprise, and making knowledge accessible to all."


🏆 Highlights

  • 🥇 1st Place, AI Hiring Show by Rabbitt AI: Led winning team (500+) for "BachatBot", an LLM financial assistant.
  • 🥉 2nd Runner-Up, Hire-A-Thon (Geek Room & InvoLead)
  • 🥉 SkyHack 2.0 Winner (Top 3 of 1600+ among DTU,IGDTUW,NSUT,PEC,PLAKSHA,DU)
  • 🏅 5th Place, Data Engineering Summit 2025: E-commerce Product Rating ML/DataOps Challenge.
  • 🏆 Top 10 (international) in:
    • LT-EDI@LDK 2025 (Misogyny Meme Detection, multimodal/shared task)
    • FIRE 2025 DravidianCodeMix (Offensive Language in Indian code-mixed data)
  • 💡 Kaggle: Top 100/2,000 (NIFTY50 Volatility); 17th/600+ (SHL Grammar Scoring, BERT on speech)
  • 🥇 Keploy API Fellow ‘25: (Top 1,000/18,500+)
  • 🛡️ UGC NET (Top 6%), AFCAT + SSB Qualified
  • 💻 400+ Leetcode/code problems solved

💼 Professional Experience

  • Data Science Intern (GenAI), InvoLead:
    • Led GenAI research (Knowledge Distillation, RAG, Embeddings); published internal whitepaper; built/deployed scalable ML pipelines for pharma/enterprise clients using AWS, MongoDB, Docker.
  • Machine Learning Intern, IBM (CSRBOX):
    • Built SVR models for academic prediction; applied analytics for SDG-focused projects.
  • Data Analyst, Dusker AI:
    • Automated data ETL and reporting; scaled SQL/MySQL analytics on live education data, delivering insights to product leads.
  • Data Science Intern, CodSoft:
    • Delivered data cleaning, preprocessing, and modeling for real-world DS projects.

🚀 Signature Projects

  • RAGBot (DUCS): Academic chatbot with FAISS, SBERT, and Gemini—boosted Q&A accuracy for 500+ users.
  • MCP Resume Server: Agentic pipeline: parses GitHub, LLM-powered summaries, auto-updates JSON Resume.
  • Synapse AI Hackathon Suite: Awarded multi-agent system for profile parsing, extraction, and intelligent automation.
  • Voices-Reimagined: Built prize-winning real-time S2S pipeline (speech–>text–>summary–>speech, 900+ live demo).
  • Suicidal Intention Detection: Created a BERT-powered pipeline for classifying suicide risk (90%+ on 232k posts), enabled mental health research impact.

Find full portfolio and presentations: datascienceportfol.io/beloabhigyan


🌐 Open Source & Research Competitions

  • Sentence Transformers, UKPLab: Mainlined critical fix for JSON serialization (Python 3.12+ bugs), enhancing library for global devs.
  • Shared Tasks (peer-reviewed):
    • LT-EDI@LDK 2025: Top 10 global, Misogyny Meme Detection (deep learning, multimodality)
    • FIRE 2025 DravidianCodeMix: Top 10, offensive lang. detection for code-mixed Indian languages (team DUCS)
    • CLMIR 2025: Crosslingual Math IR, advancing info access for low-resource Indic languages
    • Low-Resource Indic Translation: NMT systems for resource-constrained settings.
  • System reports, posters, and collaborative workshops presented at FIRE/LDK/CLMIR; contributed to peer-discussion and methods docs.

🛠️ Technical Skills

Programming ML / NLP & GenAI Data / DB Cloud / Deployment Developer / Agentic Tools
Python, SQL, C, C++, Java, JavaScript, Node.js HuggingFace Transformers, PyTorch, TensorFlow, Scikit-learn, BERT, FAISS, LangChain, OpenCV, SpeechBrain MongoDB, MySQL, Pandas, NumPy, Excel, Seaborn, Plotly AWS (S3, EC2, Batch, ECR), Docker, Streamlit, Containerization Git(Hub), VS Code, PyCharm, Jupyter, CrewAI, Prompt Engineering, API Integration, MCP

🥇 Certifications


🤝 Open To / Let's Connect

Open to:

  • AI/ML, GenAI, NLP engineering, research, fellowships, and open-source projects.
  • Collaborations at the intersection of LLMs, RAG, Agentic AI, and social impact.

Contact:


📈 Activity & Stats

LeetCode Stats GitHub Stats GitHub Streak Top Langs


"Building AI that is robust, explainable, and transformative—bringing advanced technology to every language and user worldwide."


Pinned Loading

  1. Projects Projects Public

    A repository of all the small and personal projects created by me

    Jupyter Notebook 1

  2. bot_reddit bot_reddit Public

    A simple reddit bot which automatically replies to comments

    Python

  3. Chat_App Chat_App Public

    JavaScript

  4. miniCompiler miniCompiler Public

    Building a mini c compiler

    C

  5. Multi_Threaded_Proxy_Server Multi_Threaded_Proxy_Server Public

    C

  6. resume resume Public

    TypeScript