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Murugan B

AI/ML Engineer & Full-Stack Developer

Building production-grade systems at the intersection of applied machine learning and scalable web engineering

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Profile

Computer Science (AI & ML) Graduate with a track record of shipping full-stack and ML systems end-to-end — from model design to production deployment. Two research papers accepted at IEEE-affiliated conferences. Built and deployed multiple GenAI-integrated products solo, each with a defined architecture, real datasets, and measurable scope rather than tutorial-grade demos.

CGPA 8.19 · KPR Institute of Engineering and Technology, Coimbatore — 2022 to 2026


Engineering Focus

Backend Systems     Python, Node.js, FastAPI, Express.js — REST APIs, microservices, JWT auth
Frontend Systems    React.js, Next.js, TypeScript, Redux
Applied ML          CNN architectures, CLIP, TensorFlow, OpenCV, RAG pipelines
LLM / GenAI         Gemini API, vector retrieval, agentic workflows
Data Layer          MongoDB, MySQL

Selected Work

Muzly — Emotion-Aware Music Recommendation Engine Multimodal recommendation system combining CNN-based facial emotion detection (FER2013) with CLIP vision-language contextual scoring. Weighted-scoring pipeline served via FastAPI, evaluated against a 300+ track multilingual catalog. Python FastAPI TensorFlow CLIP OpenCV React.js TypeScript MongoDB

Sentra — Automated PR Risk Analysis Platform Real-time GitHub PR diff analyzer that scores severity and risk for engineering teams, built on an event-driven Node.js backend with Gemini-powered analysis. Next.js TypeScript Redux Node.js Gemini AI JWT

TaxBuddy — AI Tax Advisory Agent End-to-end AI agent for tax workflows using retrieval-augmented generation over a vector store, with Gemini-driven financial analysis for data-backed decisions. React.js Firebase RAG Gemini AI VectorShift


Research

  • SparseCNNet: Deep Learning Architecture for Rapid Lung Cancer Detection — ICETI4T 2025
  • Predicting Alzheimer's Disease and Mild Cognitive Impairment — IEEE-sponsored ICC-ROBINS 2025

Experience

Role Organization Duration
Software Developer Intern Web Dev Open Jan 2025 – Apr 2025
Machine Learning Intern Cognifyz Technologies Dec 2023 – Jan 2024

Track Record

  • Ranked in the top 25 of 200+ teams at the Intel OneAPI Generative AI Hackathon
  • 300+ problems solved on LeetCode across data structures and algorithms
  • 6-star HackerRank rating in Problem Solving
  • Certified: IBM Machine Learning Specialization · NPTEL Introduction to LLMs · IBM Full-Stack Web Development · GitHub Foundations

GitHub Activity


Open to roles in full-stack engineering, applied ML, and GenAI product development

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