A collection of things I've built, broken, and learned from along the way.
Some are experiments, some are polished, but all of them reflect my curiosity
and growth as a developer.
About
Hey visitor — welcome to the know-me-more page. I'm an engineer by
crisis and an aviation enthusiast by default. I lead a hilariously amusing
group of people over at
@aegis
as their Tech Co-Lead this year — we run CTFs,
@sandbox
(one of India's very few cybersecurity-only hackathons), and other fun
workshops for people as clueless as me. I love talking about things I know
absolutely nothing about, and trying to be a little better at them, one day
at a time. XD
Blog
Unhinged thoughts, CTF writeups, and things I learned the hard way —
documented here so I only have to learn them twice. Updated whenever
the guilt wins.
~/zestypesky — zsh
zesty@portfolio:~$▮
* proof of work
ServeX-SideWalk
2025
Full-stack staff dashboard with real-time order tracking and secure demo access for
cafe environments.
Reduced agent hallucination and context loss across multi-turn conversations by
diagnosing failure modes and driving iterative prompt refinement for pre-launch AI intake agents on a
legal client-intake platform.
Validated refined agent behavior across 100+ test calls with 5 stakeholders by owning
pre-launch QA cycles end-to-end.
GenoTrak AI
AI Software Developer Intern
Aug 2025 — Mar 2026
Remote
Technologies
FastAPIAWSPostgreSQLMongoDB
AtlasDockerNGINX
Highlights
Shipped a production RAG system live to UAE healthcare clients spanning 80K+ medical
billing codes by engineering audit and grounded-retrieval pipelines with OpenAI/BGE embeddings and
GPT-4o-mini, deployed on AWS (EC2, App Runner, Aurora/RDS).
Boosted retrieval accuracy by 25% on a 10K-sample evaluation set by implementing
custom page-indexing of the code corpus, and cut end-to-end latency by ~2s through parallel
orchestration of audit and grounding agents.
Enabled real-time patient onboarding by engineering a WhatsApp-based diet-selection
bot with live routing to DTx care agents, deployed on AWS.
* tech stack
* have ADHD?
press space or ↑ to starttap
the game to start
ServeX-SideWalk
2025
Full-stack staff dashboard with real-time order tracking and secure demo access
for cafe environments.
a plane I photographed like I flew it. I did not fly it.looked up, immediately forgot what I was saying.
Aviation enthusiast by default: I look up every single time something flies
overhead and lose my entire train of thought. A dangerous chunk of my camera
roll is planes I'll never fly and skies I stopped to photograph instead of
doing anything remotely useful. I still don't fully understand how they stay
up there, and I've decided not to ruin the magic by finding out.
* sandbox
@aegis — the people who make Sandbox happen, mostly despite me.looking confident at the mic, internally recalculating the schedule.
Sandbox is one of India's very few cybersecurity-only hackathons, and against
all better judgment they let me help run it — V1, V2, and the internal
CTFs in between. My job is roughly this: stand at the podium looking like I
have a plan, then quietly panic while the genuinely competent half of
@aegis
makes it all actually work.
* touch grass
documented evidence of me outdoors. it happened once.
Conclusive proof that I do, occasionally, leave the terminal. I climbed
something green, sat down, photographed my own shoes, and filed the entire
expedition under self-care. Ten out of ten — would abandon my
responsibilities for a view again.