The index
Projects, articles, talks, and conversations. Collected from across the internet, in one place.
31 things in the collection
The voice AI cookbook
Recipes and examples for building with voice AI. Part of my work with the Smallest team.
GitHub · Smallest AI · Team contributionBuild a low-latency voice agent in Python
A hands-on guide to Pipecat, streaming speech, interruptions, and measuring the latency in between.
DEV · Python / Voice AICliplinks
A browser extension for quickly copying social profile links.
GitHub · Browser extension · Personal projectTalks & demo code
Demo code from talks and workshops, for anyone who wants to try it themselves.
GitHub · Talks / Demo codeA developer’s guide to speech-to-text in Python
From batch transcription to streaming audio: building with speech recognition.
DEV · Python / Speech-to-text · 2026Don’t be that dev: avoiding the XY problem trap
Before solving the problem in front of you, make sure it is the right problem.
DEV · Engineering / Problem-solving · 2024Efficient fine-tuning for LLMs using SLoRA
A technical walkthrough of efficient fine-tuning, written at Tune AI.
DEV / Tune AI · Machine learning · 2024Jev is not a small LLM
A technical guide to System One models.
DEV · Models / AIMoving a Python app to a distributed database
Three steps from a Python application to YugabyteDB.
DEV / YugabyteDB · Python / Databases · 2022Deploying FastAPI with YugabyteDB to Heroku
An application deployment walkthrough from the archive.
DEV / YugabyteDB · Python / Deployment · 2022BLDR Collective
Bringing builders together through workshops, build days, and shared experiments. I help host and teach along the way.
BLDR Collective · Building with the collectiveGDG Chennai
Part of my community-organising story: developer meetups, hosting, and helping people learn together.
Google Developer Groups · Community organiserPyCon India
Years behind the scenes, including leading the sponsorship working group for PyCon India 2024.
PyCon India · Sponsorship working group lead · 2024BUILD Day Cochin
Co-hosted a day of AI, hardware, and game development with BLDR Collective. Led the opening and a hands-on voice-agents workshop.
Luma · Co-host & workshop speaker · BLDR Collective · 2026Why small models win
My session on specialised models and enterprise AI at Bharat Mandapam, New Delhi.
Luma · Speaker & co-host · Smallest AI · 2026Voice AI Speedrun: building agents with Atoms
Co-hosted Yash Ghelani’s live voice-agent session at Bharat Mandapam, New Delhi.
Luma · Co-host · Session by Yash Ghelani · 2026AI for Engineering Leaders
Co-hosted the Entelligence.ai launch dinner in Bengaluru, bringing engineering leaders and founders together.
Luma · Co-host · Entelligence.ai launch dinner · 2026From simple to agentic RAG
Co-hosted the W&B community workshop in Bengaluru, featuring sessions by Bharat and Manthan Gupta.
Luma · Co-host · Weights & Biases · 2025Regroup & Reconnect with GDG Chennai
Hosted a gathering of the Chennai developer community, with conversations, talks, and reconnecting.
Google Developer Groups · Host · GDG ChennaiReal-time data APIs with Dozer
A talk at Google Cloud Community Day Chennai on building real-time data APIs.
GDG Cloud Chennai · Speaker · Cloud Community Day · 2023Reliability and availability in modern data management
A talk at Google Cloud Community Day Chennai on reliable, available data systems.
GDG Cloud Chennai · Speaker · Cloud Community Day · 2022Voice AI agents: from demo to production
A practical session at the Cloudways Prepathon Builder Meetup in Bengaluru.
Luma · Speaker · Cloudways Prepathon · Bengaluru · 2026Engineering your way into DevRel
On developer playgrounds, communities, and bringing an engineering background to developer relations.
Voxgig · Podcast guest · Episode 239 · 2025An AI-powered GitHub bot with Temporal
Talk slides exploring durable workflows and an AI-powered GitHub bot.
Slides · Talk · Slides collection · 2025Python Software Foundation Fellow
Elected in Q1 2023, following contributions to Python communities and conferences.
Python Software Foundation · Python / Community · 2023Behind the mic at IndiaFOSS
Part of the emcee team at IndiaFOSS 3.0.
FOSS United · IndiaFOSS / Open source · 2023A weekend mentoring at the Llama Hackathon
Notes from helping teams build AI projects for social good.
LinkedIn · Mentoring / Hackathons · 2024Ten projects from the hackathon
A thread from the Llama Hackathon, linked from my event recap.
X · Projects / Hackathons · 2024A new chapter at Smallest AI
Building voice experiences and helping developers get started.
LinkedIn · Voice AI / Developer relationsA voice agent that hands over the call
A support example with verification and a cold transfer to a human.
GitHub · Voice AI / Support workflowsHow to choose health insurance in India?
A personal note from 2021, preserved in the archive. Not updated guidance.
Personal blog · From the archive · 2021Nothing matched your search.
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For more gatherings, my Luma profiles are @stalwartcoder and @abhishek_. The events above identify my role in each one: speaking, co-hosting, or organising.