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Building LLM-Powered,Graph-First AIfor Contextual Reasoning

Turning Data into Context: LLMs + Graphs for Explainable AI

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Thoughts & Insights

FEB11

I Fine-Tuned google/medgemma-1.5–4b-it on a Free Kaggle GPU — Here’s Exactly How I Did It (and Where I Nearly Failed)

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JAN15

Building a Graph-Enhanced RAG System for Legal Compliance: When Vector Search Isn’t Enough

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JAN11

The Python Best Practices I Wish I Knew Before Building My First Production ML System

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Technical Proficiency

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About Me

More Than Just Code

I believe connections are the clearest form of intelligence, so I model everything as a graph. Using Neo4j, GraphRAG, LangGraph and LLM‑augmented workflows I build systems that reason, explain, and scale. Seeking opportunities to apply graph‑first generative AI to real business problems.

10+

Articles

Projects

Education

MSc Data Science & AI

Current

Bournemouth University

Current2024 - 2025

PG Diploma Data Science & AI

University of Hyderabad

2021 - 2022

B.Tech Electronics & Communication

Aliah University

2014 - 2018