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Netraj Patil

@netrajpatil

Message

Aspiring computer engineer building LLM workflows and autonomous agentic systems with production-ready Python.

Zimbabwe

Message

What I'm looking for

I’m looking for a role where I can build production-grade AI systems—especially LLM workflow optimization, evaluation, and agentic applications—while contributing strong backend engineering and scalable ML pipelines in a collaborative team.

I’m a Computer Engineering student with a strong interest in Artificial Intelligence—especially optimizing Large Language Model (LLM) workflows and building autonomous agentic systems. I enjoy turning research-grade ideas into practical, reliable software.

In my Data Science Intern role at Jio Platforms Limited (Reliance), I leveraged OCR technologies like docTR, Keras OCR, and pytesseract to build automated data extraction for complex document processing. I improved document comparison and validation using similarity score assessments, and supported real-time analysis by building a Flask RESTful API and data pipeline for production usage.

My projects reflect the same focus on LLM performance and system design. I built an LLM evaluation library (“LLM Jury”) for standardized scoring and benchmarking (including RAG and summarization), created “Glia,” a high-performance semantic caching library with a Watcher engine for automatic cache synchronization, and developed an autonomous AI assistant integrated with WhatsApp using LangChain/LangGraph, FastAPI, and external AI/search APIs.

Experience

Work history, roles, and key accomplishments

High-Performance Semantic Cache for RAG

Glia

Built a production-grade Python semantic caching library for LLM RAG that auto-synchronizes cache entries to prevent stale responses using CDC and polling.

RAG Python Threading ChromaDB Vector Similarity (KNN)Atomic Redis Pipelines SQL NoSQL Vector DB Integration

LLM Jury

Project

Developed a Python library to evaluate Large Language Model (LLM) performance with standardized scoring and benchmarking for tasks like RAG and summarization.

Agentic AI Assistant Integrated with WhatsApp

Project

Built an autonomous WhatsApp AI assistant using a multi-tool agent architecture for tasks like calendar handling and web search.

Agentic Systems LangGraph fastAPI TavilySearch Tavily Search

Data Science Intern

Jio Platforms Limited

Built automated OCR-based data extraction pipelines and improved document comparison accuracy using similarity scoring and layout-aware modeling. Developed production-oriented Flask APIs and machine learning datasets using Hugging Face.

Data Visualization Flask RESTful APIs Python Data Pipelines LayoutLMv3