AI & Data Scientist | Computer Vision & LLM Specialist | Banking Sector

💼 Currently working at NCS SoftSolutions (P) Ltd., Chennai
🚀 Experienced in building end-to-end AI solutions — from computer vision pipelines (YOLO, RT-DETR) to LLM-powered applications (RAG, Ollama, OpenAI, Google APIs).
🎯 Passionate about leveraging AI for automation, risk analysis, and decision-making in the banking domain.

• Computer Vision

  • 🖼️ Image detection & recognition using YOLO, RT-DETR, ONNX Runtime
  • ⚡ Model optimization with ONNX, OpenVINO, multiprocessing
  • 📷 Domain projects: Gold bar detection, signature verification, stamp detection

• Large Language Models (LLMs)

  • 🤖 Worked with OpenAI GPT, Google Gemini, Ollama
  • 📚 Built RAG pipelines with FAISS, LangChain, and vector embeddings
  • 📝 Document Q&A systems using PDF OCR + LLM integration

• Software Engineering

  • 🛠 Designed production-ready apps with FastAPI, Flask, Streamlit
  • 🗂 Structured & validated APIs with Pydantic
  • 🐳 Containerization & deployment using Docker

• 🐙 Pull Shark – Recognized GitHub contributor
• ⚡ Quickdraw – Known for rapid prototyping & problem-solving
• 🎖️ Delivered multiple AI-driven automation systems in the banking sector

• Languages: Python, Java, SQL
• AI/ML Frameworks: YOLO, RT-DETR, ONNX Runtime, OpenVINO, Scikit-learn
• LLMs: OpenAI, Google Gemini, Ollama, LangChain, RAG Systems
• Web & APIs: FastAPI, Flask, Streamlit, Spring MVC
• Databases: MySQL, Firebase
• Tools: Docker, Git, Pydantic, REST APIs

• 💼 LinkedIn: Jagadeeshwaran J
• 📧 Email: jsjagadeesh2304@gmail.com
• 🏢 Currently at NCS SoftSolutions (P) Ltd., Chennai

⭐ “Engineering AI solutions that bridge the gap between research and real-world impact.”