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Building Agentic & RAG Systems
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Building Agentic & RAG Systems

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gokul1099/README.md

Hi there πŸ‘‹

Hi πŸ‘‹, I'm Gokulakrishnan

AI Engineer | Building Agentic & RAG Systems | Fullstack (React/Next.js + Python)

gokul1099

  • πŸ”­ I'm currently building multi-agent RAG systems, fine-tuned LLMs, and production AI backends β€” recent projects include Kubrick (multimodal video RAG with Pixeltable, Whisper, GPT-4o Vision, and FastMCP tools) and a text-to-SQL fine-tune of Qwen2.5-Coder-7B using QLoRA/Unsloth on the Spider dataset
  • 🌱 I'm currently deepening my skills in agentic architectures (LangGraph), RAG evaluation, and production LLM serving
  • 🏒 I currently work as a Software Engineer & Engineering Lead at Aziro Technologies, leading accessibility (WCAG 2.1/2.2 AA) engineering
  • πŸ’Ό Actively exploring AI Engineer / Fullstack AI Engineer roles at startups
  • πŸ“ I occasionally write articles on medium.com/@gokul1999
  • πŸ’¬ Ask me about RAG, LLM fine-tuning (LoRA/QLoRA), multi-agent systems, FastAPI, React/Next.js, and Machine Learning
  • πŸ“« How to reach me: sgokulcse10@gmail.com

πŸš€ Featured AI Projects

  • Kubrick β€” Multimodal video RAG pipeline: Pixeltable, Whisper, GPT-4o Vision, FastMCP tools (process_video, search_video, clip_extraction), Groq, Opik, FastAPI, Next.js 14
  • **Text-to-SQL fine-tuning project using Qwen2.5-Coder-7B (QLoRA/Unsloth) on the Spider dataset, served via Ollama/Docker with a FastAPI backend and React frontend. Model published on HuggingFace

Blog posts

Population and Sample Face Recognition Using Face Verification

Connect with me:

LinkedIn Stack Overflow Kaggle Medium HuggingFace

gokul1099

Β gokul1099

Pinned Loading

  1. production-rag-system production-rag-system Public

    Python

  2. video-rag video-rag Public

    Python

  3. text-to-sql text-to-sql Public

    Jupyter Notebook

  4. whatsapp-agent whatsapp-agent Public

    Jupyter Notebook

  5. Smart_Door_Unlocking_System_Using_Face_Recognition Smart_Door_Unlocking_System_Using_Face_Recognition Public

    This proposed system acts as a home security system for both Person detection and provide security for door access control by using facial recognition for the home environment

    Python 5

  6. gokul1099.github.io gokul1099.github.io Public template

    This is my personal Portfolio.

    CSS 1