soulcaster.tsxmodified
Next.jsAI AgentsHackathon
The agent that listens to the internet and just… fixes your code. Auto-groups feedback, spins up instances, writes code, and opens PRs automatically. Built at the AIE Code Agents Hackathon.
NewOpen to Work
Biological
Coding Agent
I architect end-to-end product systems that blend AI, orchestration, and full-stack engineering, turning ambiguous ideas into resilient, scalable software.
Featured ProjectsCurated highlights
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FlutterAWS3DGaussian SplattingNerfStudioGoPythonSageMakerServerless
A cross-platform 3D product visualization platform for e-commerce, converting videos into interactive 3D Gaussian Splat models through an AWS-powered serverless neural rendering pipeline.
checkmate.tsxmodified
FastAPILangGraphOpenAIPythonProcore
FastAPI + LangGraph service that extracts submittal requirements from specs and verifies submittal packages using an LLM + OCR pipeline, with optional Procore automation.
course-architect.tsxmodified
Next.jsVercel AI SDKOpenAICerebras
A Next.js application that helps users create personalized learning plans using the Vercel AI SDK. Supports OpenAI and Cerebras inference backends.
gaussian-galleria.tsxmodified
Next.js3DGaussian SplattingTypeScriptPlayCanvasAWS S3
An interactive 3D gallery showcasing photorealistic scenes captured with Gaussian Splatting. Features locations like Princeton University, York, and the NYC Metropolitan Museum of Art with real-time WebGL rendering.
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Next.jsReact 19Tailwind CSSTypeScriptPerformance
My personal portfolio website showcasing my work as a software engineer, built with Next.js 16 and optimized for performance with pure CSS animations and lightweight backgrounds.
BlogEssays and thoughts
essayJanuary 21, 2026
Where are AI coding tools headed? A lot of it rhymes with the mobile and internet revolutions. Companies keep building features on top of frontier AI, and then the frontier companies copy those features.
ResourcesLearning & Guides
Course
CME 295: Transformers & LLMs
Stanford course exploring Transformers and Large Language Models (LLMs), covering architecture, NLP evolution, and real-world applications.
GitHub Repo
Context Engineering Intro
Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work.
Curriculum
The Odin Project
A full stack curriculum that is free and supported by a passionate open source community.
Documentation
Aura Design Assistant
Documentation for Aura, an AI-powered design assistant for creating beautiful designs with ease.
Naga Karumuri
Software Engineer
About Me
Building at the intersection of AI and Product.
I build AI systems that amplify what humans can do. My projects range from autonomous agents that monitor community feedback and open PRs, to LLM pipelines that verify construction compliance, to neural rendering systems for product visualization. I work across the stack because shipping requires understanding the whole system.
I've built with FastAPI, Next.js, LangGraph, Flutter, and trained models on H100 clusters. I ship quickly, learn from real usage, and iterate. The goal is working software that solves real problems, not perfect architecture that never ships.
Full Stack
End-to-end development with modern frameworks.
AI-Powered
Integrating LLMs for intelligent applications.
Scalable
Robust architecture designed for growth.