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sriksven/README.md

Hi there, I'm Krishna ๐Ÿ‘‹

Typing SVG


๐Ÿ‘จโ€๐Ÿ’ป About Me

  • ๐ŸŽ“ MS in Data Science @ Northeastern University (2023โ€“2025)
  • ๐Ÿ’ก Passionate about LLMs, RAG, MLOps pipelines, and Generative AI
  • ๐Ÿง  Experienced in deploying AI assistants, financial ML models, and computer vision systems
  • โœˆ๏ธ Aviation enthusiast โ†’ fascinated by ATC comms, flight data, and aviation AI
  • ๐Ÿ›ธ Drone Hobbyist โ†’ aerial exploration & experimenting with drone photography
  • ๐Ÿ“ธ Check out my photography portfolio โ†’ ClickCraft
  • ๐Ÿฒ Foodie โ†’ always exploring new recipes & cuisines
  • ๐ŸŽถ Fun fact: I play the Carnatic Flute
  • ๐ŸŽพ Love playing badminton & squash and CSGO ๐ŸŽฎ
  • ๐Ÿšด Fitness = cycling rides in Boston

๐Ÿ”ฌ Current Focus

  • ๐Ÿ› ๏ธ AI Copilot for Deskless Workers (RAG + LangChain + GCP)
  • ๐Ÿค– Fine-tuning LLaMA-3, Mistral with LoRA/QLoRA
  • ๐Ÿ“Š MLOps pipelines (Azure ML, Airflow, Docker, K8s, CI/CD)
  • โœˆ๏ธ Exploring Aviation + AI โ†’ ATC transcript analysis, flight safety AI, and drone vision

๐Ÿ† Featured Projects

  • FinAdvisor: LLM-powered financial advisory tool (LoRA/QLoRA + Pinecone/Qdrant)
  • Agri Data Hackathon (USDA) ๐Ÿฅ‡: 1st place with SARIMA + spatiotemporal modeling
  • RAG Literature Assistant (Saint-Gobain): 100+ researchers/day, 96% faster lookups
  • Real-Time Drowsiness Detection ๐Ÿš—๐Ÿ’ค: CNN + OpenCV, 95.6% accuracy

โš™๏ธ Tech Stack & Tools


๐ŸŒŽ Connect with Me



๐Ÿ“Š GitHub Stats


Youtube Views

โœจ Data is my language, AI is my playground, food is my fuel ๐Ÿ•, and the skies are my inspiration โœˆ๏ธ๐Ÿ›ธ ๐Ÿš€

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  1. FinAdvisor_LLM FinAdvisor_LLM Public

    This project aims to fine-tune a pre-trained large language model (LLM) to specifically cater to the financial domain.

    Jupyter Notebook 2

  2. FrontShiftAI FrontShiftAI Public

    Forked from MLOpsGroup9/FrontShiftAI

    A multi-agent artificial intelligence platform designed to bridge the "HR gap" for deskless workers

    Python

  3. HDSI-Datathon-2024 HDSI-Datathon-2024 Public

    Forked from laasyaaprasad/HDSI-Datathon-2024

    Harvard Data Science Initiative - Datathon 2024(1st Place - Winning submission)

    Jupyter Notebook

  4. IntentDriftWatch IntentDriftWatch Public

    IntentDriftWatch is a local MLOps system that monitors how data and user intent change over time.

    HTML