Exploring how intelligent systems are built.
I build intelligent software: agents, developer tools, and the systems underneath. Recently, I shipped Oracle’s database provider for Mastra.
I'm a final-year AI & Data Science student at IIT Jodhpur with a strong interest in the engineering behind intelligent software. What began as curiosity about machine learning has gradually evolved into a broader fascination with the systems, abstractions, and design principles that make modern AI possible.
I enjoy connecting ideas across LLMs, distributed systems, databases, and software architecture. Whether I'm building projects, contributing to open source, or exploring a new topic, I'm motivated by understanding how things work before thinking about how they can be improved.
Shipped @mastra/oracledb, a first-party Oracle Database provider for Mastra. Persistent memory, workflows, observability, agents, and MCP clients — with AI Vector Search underneath.
Explore the contribution ↗Built a real-time voice customer-service agent with local Ollama inference, streaming responses, and speech synthesis. Connected the browser to the conversation with Next.js and WebRTC.
Conducted research on controllable video weather translation using deep generative models, focusing on transforming scenes across weather conditions while preserving temporal consistency, motion, and visual realism.
Exploring how small vision-language models can recover large-model capabilities by learning from high-quality, filtered supervision instead of larger datasets. Current work focuses on trust-aware pseudo-label filtering, hidden-state based verification, and improving data quality for efficient model adaptation.
A few things I've enjoyed building.
Things I’m figuring out, projects I can’t stop thinking about, and the occasional tangent.
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