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jatiinagarwal/README.md

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👋 About Me

I’m an AI Engineer with hands-on experience building agentic AI systems, multimodal LLM applications, and backend data workflows.

  • 💼 Currently at HCLTech, working on a Deutsche Bank project supporting large-scale financial systems
  • 🤖 Strong focus on Agentic AI, GenAI, RAG, and LLM tool orchestration
  • 🧠 I enjoy building end-to-end AI systems, not just models — from data pipelines to production-ready AI services
  • 🎯 Actively seeking AI Engineer / Applied GenAI roles at product-based companies

🚀 Featured Projects

🔹 Agentic AI Financial Assistant

A multi-agent AI system for financial intelligence using LLaMA-3 (70B) on Groq with autonomous tool selection.

Key Highlights

  • Role-based agents for finance analysis and web research
  • Tool calling with Yahoo Finance and DuckDuckGo
  • Structured, source-backed insights using markdown tables
  • FastAPI-based playground for experimentation and testing

Tech Stack:
Python · Agentic AI · PhiData · LLaMA-3 · Groq · Tool Calling · FastAPI

📌 Pin this repository


🔹 Agentic AI Video Summarizer (Multimodal)

A multimodal AI application that analyzes video content and augments insights using real-time web search.

Key Highlights

  • Gemini-powered video understanding and reasoning
  • Query-driven video analysis
  • Streamlit-based interactive UI
  • Designed for production-style AI workflows

Tech Stack:
Python · Gemini 2.5 Flash · Multimodal LLMs · Streamlit · Agentic AI

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🔹 AI Chemist

AI-powered assistant to support chemical research and analysis, accelerating scientific workflows using LLM-based reasoning.

Tech Stack:
Python · GenAI · Gemini · Prompt Engineering

📌 Pin this repository


🧰 Tech Stack

Programming & Backend
Python, SQL, PL/SQL, Unix Shell Scripting, FastAPI, Flask

GenAI & Agentic AI
LLMs, NLP, RAG, Agentic AI, LangGraph, MCP, Prompt Engineering

Machine Learning
scikit-learn, PyTorch, TensorFlow

Data & Analytics
Pandas, NumPy, Statistics, Exploratory Data Analysis (EDA), Feature Engineering

Tools & Platforms
Docker, Git, GitHub, Streamlit, MySQL, Vector Databases (pgvector)

Cloud
AWS (Cloud Foundations)


🧪 What I’m Currently Exploring

  • LLM evaluation for RAG and agentic workflows
  • Multi-agent reliability and failure handling
  • Designing scalable, low-latency GenAI systems

🤝 Let’s Connect

⭐ If you’re interested in applied AI, agentic systems, or GenAI engineering — feel free to explore my repositories or reach out.

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