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SanjitSai/README.md
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Associate Machine Learning Engineer · LLMs · RAG · Agentic AI

LinkedIn Email Location


👨‍💻 About Me

"Turning complex business problems into intelligent, scalable systems — one pipeline at a time."

Applied ML Engineer with ~2 years of experience building production-grade AI systems in the financial domain. I work at the intersection of Large Language Models, Agentic AI, and real-world problem solving — specializing in LLM-powered automation, RAG pipelines, and end-to-end intelligent data systems.

🇺🇸 U.S. Citizen — No visa sponsorship required · 📍 Wexford, Pittsburgh, PA (Willing to Relocate)


🧠 What I'm Currently Exploring

interests = {
    "🤖 Agentic AI":        "Multi-agent workflows, task orchestration, ReAct patterns",
    "🔬 LLM Fine-Tuning":   "Domain-specific model adaptation & RLHF",
    "🔗 RAG Pipelines":     "Advanced retrieval, hybrid search, reranking",
    "⚙️  MCP":              "Model Context Protocol — the future of LLM tool use",
}

🛠️ Tech Stack

Languages & Tools

Python SQL JavaScript Java C++ HTML5 CSS3 Git

AI / ML Frameworks

LangChain LangGraph CrewAI TensorFlow LLaMA JAX Unsloth PyTorch

Concepts & Paradigms

RAG Agentic AI MCP LLMs


🎓 Education & Certifications

🏛️ Bachelor's in Computer Science & Engineering — Mahindra University, Hyderabad (Aug 2024)

Certification Issuer Date
🏅 IBM AI Developer IBM Feb 2026
🔗 Fundamentals of MCP Hugging Face Oct 2025
📊 Enterprise Risk Management – Level 1 Institute of Risk Management Mar 2024
💻 Developer Foundations NxtWave Jan 2023

💡 Core Competencies

┌─────────────────────────────────────────────────────────────────┐
│  🧩 Large Language Models (LLMs)    🔍 Model Optimization       │
│  🏗️  End-to-End AI Pipelines        🤝 Cross-Functional Collab  │
│  📄 Document Intelligence           🧪 Feature Engineering      │
│  💬 NL → SQL Automation             🏦 Financial AI Systems     │
└─────────────────────────────────────────────────────────────────┘

"The best way to predict the future is to build it."

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