about me
i'm avyukt. when i was a kid i used to change games with tools that weren't really meant for me—just to see if i could make the world behave the way i imagined. that turned out to be a habit: take something apart, learn the rules, then decide which rules are worth keeping.
college gave that habit a name. most days it's not glamorous—it's debugging, rewriting, being wrong in public, and learning from people who are sharper than me. i'm not trying to sound impressive on this page; i'm trying to sound accurate.
the work itself—what i've built, where, with who—is listed elsewhere so this doesn't turn into a brochure.
work
Stick
senior full-stack developer
Sole developer of the React Native app (Play Store beta) and Express backend—models, controllers, and APIs. Dockerized and deployed services on AWS EC2; own the site, CI/CD, and DevOps.
Continuum.ai
founder · continuum hq
Autonomous agentic stack with Model Context Protocol (MCP) and Agno: natural-language control of Jira, GitHub, and Google Calendar from Slack. FastAPI, PostgreSQL, Redis, Celery, Gemini—cross-platform workflows and scheduling from real-time availability.
NeuroSense
hardware · signal processing · ML
Wearable neurological screening for Parkinson’s and epilepsy: ESP32, 100 Hz tremor analysis with 256-point FFT, MediaPipe + Random Forest on finger-tapping video, WebSockets for sub-100 ms streaming. SIH 2025 National Finalist (Hardware Edition).
VoltSense
lead · Google Solution Challenge 2025
AI IoT stack for real-time voltage anomaly detection: custom smart switch, web dashboard, mobile app. Node.js, Firebase, Docker, Cloud Run, Vertex AI (Gemini). Top 105 of 3700+ teams; authoring IEEE Impact 2026 paper.
CommitLens
open source · FastAPI · GitHub App
PR review agent: instant reviews on PR open/update, AST/pattern bug detection, learning from human comments (PostgreSQL), Claude summaries, Slack notifications. Python 3.11, Redis/RQ workers, Docker, Cloud Run + Neon.
highlights
- National finalist @ Smart India Hackathon 2025 (Hardware Edition) with NeuroSense — MoE / AICTE grand finale.
- Top 105 / 3,700+ teams @ Google Solution Challenge 2025 — led VoltSense (AI IoT anomaly detection).
- Winner @ Amulate Hackathon (BMW Challenge) with Continuum.ai — selected for internship interview @ BMW Group, Munich.
- Two-time hackathon winner ($1,100 each): Rapid Rebuild (BIOSage 2.0, Best Technical Implementation) and LifeQuest Balance (Zenventures, Best System Design).
- Web & Tech Lead @ Google Developer Groups on Campus, ZHCET — led 13 people across three full-stack projects; later mentor.
- Joint coordinator @ AMURoboclub — TechnoXian 9.0 mentoring; flight & ground software for IN-SPACe CANSAT (ASI); Vercera 4.0 dashboard (200+ registrations, Next.js + PocketBase).
- Head of Web Operations @ IEEE Student Branch, AMU — workshops and events including Code-o-Fiesta 3.0; technical org for AMUROVc 3.0.
current thoughts
march 2026
most of what i ship lately sits between bare metal and a UI — neurosense reminded me how much story lives in a clean FFT and a calm false-positive rate.
february 2026
continuum started as “stop tab-hopping between jira and calendar”; teaching slack to hold context turned into the real product.
early 2026
leading at gdgc felt less like “owning code” and more like unblocking thirteen people so their projects could ship — still learning that balance.
winter 2025
voltsense’s lesson: anomaly detection is easy to demo, hard to make trustworthy in a real home — cloud run and gemini were the smallest part.
fall 2025
if the resume is honest, it should sound boring next to the repo. checking that again this quarter.
more thoughts coming soon...