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Siddhi Khobragade

@siddhikhobragade

Message

I build agentic RAG systems, MCP tools, and machine learning models for practical AI applications.

India

Message

What I'm looking for

I'm seeking AI/GenAI Engineer roles where I can build practical LLM systems, RAG pipelines, MCP tool-calling workflows, and autonomous agents.

I'm completing a B.Tech in Mathematics and Computing at IIT Guwahati and build practical AI systems using Python, RAG, MCP tool calling, and autonomous agents.

I built an Agentic RAG Document Q&A system with an LLM agent loop and 11 MCP tools, improving retrieval hit@5 from 47% to 89% and reaching an MRR of 0.81 through hybrid FAISS, BM25, RRF, and reranking.

I've also built a Chrome-extension coding agent, an autonomous web agent, and a weather-based bike rental prediction project where XGBoost and other tree-based models captured seasonal demand patterns.

Experience

Work history, roles, and key accomplishments

Weather-Based Bike Rental Prediction

GitHub

May 2025 - Jul 2025 (2 months)

Analyzed weather data to predict hourly bike rental demand, comparing regression and ensemble models, achieving an R² of 0.94.

Python scikit learn XGBoost Random Forest Ridge Lasso GridSearchCV Pandas NumPy

Coding Agent (Chrome Extension)

GitHub

Jun 2026 - Present (3 months)

Built a Chrome side-panel extension with an LLM running custom tools in a multi-step tool-calling loop, including syntax highlighting for 28 languages.

Chrome extensions LLM Tool calling JavaScript Syntax Highlighting Markdown

Agentic RAG Document Q&A System

GitHub

Jun 2026 - Present (3 months)

Built a RAG pipeline with an LLM agent loop and hybrid retrieval, boosting hit@5 from 47% to 89% and MRR to 0.81.

RAG MCP Faiss BM25 Bge Reranker V2 M3 Ragas Python

Autonomous Web Agent

GitHub

May 2026 - Present (4 months)

Developed an agent that automates search, filter, and sort tasks on e-commerce sites using a four-stage pipeline and multi-provider gateway.

LLM Gemini GROQ Web Automation Python API Integration

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Guwahati

Bachelor of Technology, Mathematics and Computing

2022 -

Pursuing a Bachelor of Technology in Mathematics and Computing at IIT Guwahati, with a strong foundation in mathematics and Python, and experience building LLM systems.