three faces doodle
the people
Talks & Communities

Every stage I've stepped on. Every room I've built.

Forty-plus talks. Three communities I run. A few more I belong to. The plot is simple, build the rooms I get to learn from.

Talks

Seven years of mics, slides, and the occasional plot twist mid-demo.
Whisper · accessibility
AI · Accessibility

Beyond Transcription

Voice apps built for the 20 percent of the world that speech models keep mishearing. Make machines actually listen, pacing, hesitation, repetition treated as meaning instead of noise. A blueprint for neurodivergent-first voice interfaces, end-to-end.

open source × AI
AI · Open Source

Open Source Accelerating AI

AI didn't accelerate because models got bigger. It accelerated because they got open. A look at how shared weights and public checkpoints rewrote who gets to build infrastructure, and who gets to use it.

search benchmarks
Search · GraphRAG

Your Search Is Broken, And You Chose That

One real query, five search methods, five different ways to be wrong. BM25 to GraphRAG, benchmarked live. A decision matrix you can take home, not a feature tour.

communities

The ones I run. Ideation through the after-party, every detail in between.
Google Developer Groups Noida
37,000+
members
Since 2022
and growing

Built on a hunch that tech meetups don't have to be only for engineers. So this one's for the DevRels, PMs, designers, founders, and the people who think the best part of any conference is the hallway. North India's fastest growing GDG, now in its fourth year of monthly hallways.

Highlight events
DevFest Noida 2026

DevFest Noida 2026

flagship annual
Data & AI Nexus

Data and AI Nexus Series

ongoing
India Community Summit

India Community Summit

annual summit
Claude Code Delhi
2 events
so far
Since 2026
brand new

Delhi's first Claude Code chapter. The /init meetup covered the basics, skills, sub-agents, and a live cowork with Ralph. Claude for Everyone went broader, MCP connectors, real business workflows, and physical AI.

Highlight events
Claude Code /init

Claude Code /init Meetup

first one
Claude for Everyone

Claude for Everyone

open invite
GitHub Campus Expert
10 events
and counting
Since 2023
campus expert

Field Days, Hacktoberfest kickoffs, and a long list of students landing their first PR. Also the only person from India invited to Universe 2024, which I will keep mentioning because it took a decade to earn.

Highlight events
GitHub Universe 2024

GitHub Universe 2024

scholarship
GitHub Field Day

GitHub Field Day India

organiser
Hack4Brahma

Hack4Brahma

judge, mentor

photo dump

team photoDevFest stagespeaker photo
GDG group photobackstage
Other Communities
The communities that shaped me. The rooms I keep coming back to.
Flutter meetuptalk on stagegroup photo
community

Flutter Delhi

Speaker, mentor, and the person you tag for a last-minute Flutter chat. Hot reloads, sharp panels, and a community that ships side-projects faster than it ships opinions.

Hack Club eventstudent leadersworkshop
community

Hack Club

One of India's first Hack Clubs, a peer-to-peer learning crew that handed me a MacBook for shipping a build, a Summit to host in Delhi, and a community surrounded by the best teenage engineers in the world. Builder energy, fully caught.

MLSA workshopsummit photoambassador batch
community

MLSA

Three years as a Gold Microsoft Learn Student Ambassador. Runner-up at the Imagine Cup, workshops at multiple Imagine Camps, and a spot on the Microsoft India Summit. Met the mentors who still pick up the phone.

twitterinstagramlinkedingithubmailpotterhead