, I'm Sargun.
I build voice AI agents, scheduling systems, and slightly over-engineered side projects. Currently orchestrating chaos into code.
Featured Work
A few projects that represent what I actually like building.
Voice AI Scheduling Bot
A customized Twilio + LLM agent that handles chaotic scheduling, verifies identity, and logs everything to spreadsheets without breaking a sweat.
Kickoff Lottery App
Community event signup system using a verifiable lottery algorithm to ensure fairness for swimming lessons and local meets.
SideSwipe
Experimental photo-swiping UI that rethinks how we interact with galleries on mobile. Smooth gestures and buttery animations.
What I Do
Voice & AI Systems
Building conversational agents that don't sound robotic. Twilio, Vapi, and deep tinkering with embeddings.
Backend & Data
APIs that scale, scheduling logic that actually works, and RL/ML experiments that sometimes converge.
Apps & Interfaces
Android apps and web interfaces. I believe user experience is just as important as the algorithm.
Community & Leadership
Organizing Bhangra competitions, tech meetups, and generally bringing chaotic energy to groups.
Labs
Experiments, prototypes, and half-broken ideas that teach me things.
Custom Tools with VAPI
Connecting VAPI to Google Sheets for real-time data logging.
Gridworld Agent
Softmax Actor-Critic agent trying to find its way home.
Negotiator Bot
A voice bot specifically designed to negotiate reschedule options.
Writing & Musings
Essays, tech notes, and occasional rants.
Why your LLM prompt is probably ignoring you
A deep dive into system prompt hierarchy and why asking nicely doesn't always work.
Read moreBalancing code, law, and sleep
Lessons learned from trying to do everything at once. Spoiler: sleep usually loses.
Read moreAbout Me
I’m an engineer with a background that spans law and economics, but I found my home in code. I’m an extrovert who loves organizing community events (like Bhangra competitions!) just as much as building scalable systems. I build things that people actually use.