Hey there, I’m Miruthul!

Software Engineer | AI/ML Enthusiast | Data Scientist

LinkedIn | GitHub

About

Computer Science student at NIT Tiruchirappalli who spends a fair amount of time building AI agents, figuring out how LLMs actually work under the hood, and trying to get the most out of them. Currently curious about agentic AI, computer networking, and server administration. If any of this sounds like your kind of interesting, feel free to drop a line at miruthul@deltaforce.club always happy to connect.

Usually found tinkering away at Sunlabs, Octagon.

Education

National Institute of Technology, Tiruchirappalli B.Tech in Computer Science and Engineering

Experience

Software Engineering Intern — Intuit

Bengaluru, India | May 2026 – July 2026

• Built an autonomous AI agent to help manage and triage high-frequency incidents
• Integrated with observability and alerting tools to streamline root cause analysis for on-call engineers
• Developed a custom Claude skill to make the agent easier to extend to new use cases
• Won 3rd Place in the Intuit Intern AI Hackathon

Projects

Smart MCQ Solver

Python, PyTorch, Transformers (DeBERTa), RAG, FAISS

An AI-powered MCQ solver built for a Kaggle competition, combining transformer models (BERT, DeBERTa) with a context-aware RAG pipeline using FAISS. Fine-tuned with LoRA for efficiency and evaluated using MAP@3 scoring, with experiments tracked via Weights & Biases.

Arcadia-Rivals: Multiplayer Strategy Game

Golang, React, MySQL, Redis

A multiplayer strategy game that attracted 500+ players. Engineered a class-based game state architecture that cut backend payload by 65%, managed real-time battle updates over WebSockets, and reduced invalid backend requests by 50% through client-side validation.

Skills

AI & Machine Learning: PyTorch, LangChain, FAISS, RAG, Transformers, Prompt Engineering, CNN, RNN

Languages: Go, Python, C++, C, JavaScript, SQL

Web: React.js, Node.js, Express.js, RESTful APIs, Svelte, HTML/CSS, WebSocket

Tools: Git, Linux, Postman, Hugging Face, Splunk, Wavefront, WandB, Claude Code, Cursor, MCP