
nerd | computer-use data at @markov_labs (YC S26) | ex @SarvamAI | IITM ‘27
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Joined January 2024
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Today, we're announcing Markov (YC S26).
We've built the most advanced CUA datasets for CAD, design, browser-use & more.
We're working with frontier AI labs and our open-source datasets have crossed 150,000+ downloads on HuggingFace.
Sample dataset below :)
@markov__ai
Dev retweeted
Maya-2 voice model weights are officially live! 🇮🇳🇮🇳
The frontier voice model for India is now completely open-weight.
• Outperforms ElevenLabs v3, Sarvam Bulbul v3, and Cartesia Sonic 3.5
• 1.5B+ people covered across all 28 states and 8 union territories
• SOTA voice synthesis across 11 official languages
• 20 native speakers pre-loaded, ready out of the box
• Best-in-class zero-shot voice cloning
Built by a team of five from the land of languages.
Go build and have fun!
Dev retweeted
From building robots to running a college.
On April 14th I took over as CEO of Regional College of Management Bangalore.
Why? The institution had huge potential, the challenges were fascinating, and honestly, I love working with our students. They come from all over the country, mostly tier 2 & 3 cities. Brilliant kids. They just need polish.
Turns out the job isn't that different from building robots. It's system design: for ops, for how students develop, for innovation. And a lot of it runs on AI, from day-to-day productivity to technical systems to media.
My path doesn't make much sense on paper. Robots, then a college, then who knows. But it's always been the same thing: find hard problems and build systems to solve them.
Dev retweeted
We’re releasing the world’s best Indic voice AI model, fully open-weight. 🇮🇳🇮🇳
With over 1.5 billion people and 22 official languages, the future of AI for India is voice-first.
Maya-2 officially outperforms ElevenLabs v3, Cartesia Sonic 3.5, and Bulbul v3 across Indian languages.
It will be completely free for every builder very soon.
Dev retweeted
introducing kyra glasses.
a proactive wearable that handles your communications and work.
it figures out what needs you, handles what it can, and brings you in when it genuinely matters.
today, your phone makes you manage everything yourself.
kyra is built to handle the rest.
pre-orders open now.
YC has been an absolute blast and I'm so excited to present our incredible progress at demo day!
(if only my co-founder could have made it too 😔)
Kind of bummed I'm not in SF for @ycombinator demo day, but I'm proud of what we've built at @markov_labs these last three months.
Started the batch when I was 17, turned 18 last week, feels like a whole chapter went by.
Cool stuff coming soon, can't wait to share!
Dev retweeted
Update: Samarth and I have joined OpenAI.
We started Kairos with a dream that felt too big to say out loud: a personal AGI for everyone.
Excited to keep chasing that dream inside Codex and ChatGPT.
Dev retweeted
1/ Introducing Sodium
Sodium turns all your website’s existing features into WebMCP tools so AI agents can discover and use your site directly.
> 2 minute setup
> 2.82x faster
> 91x token efficient
sodium.result.dev
Another insane open-source model just dropped!
Introducing Phonon-1: a new frontier in speech recognition per byte.
A 782 million param model in a 415 MB download, more accurate than a Whisper 2x its size.
Transcribe an hour of audio in about two minutes on a MacBook Air.
Open weights, Apache 2.0, today.
@fermion_ai
Dev retweeted
i can now sit in front of ms paint and yap until there’s an actual painting. made this with @alma_inc.
try it out: alma.inc/paint
Today, we're launching the world's largest open-source CAD dataset for computer-use.
1,000+ hours across SolidWorks, Siemens-NX, AutoCAD & more.
Screen recordings, mouse/keyboard actions, input diagrams, output files, rubrics and narrations.
Link in the comments :)
This is just a small portion of what we have. If you'd like to know more about our proprietary datasets, book a meeting with us here:
cal.com/dev-markov/30min?ove…
Tomorrow we're launching the largest open-source dataset of computer-use data for CAD.
Across Siemens-NX, Solidworks, AutoCAD and more.
Including task prompts, input files, screen recordings, synced mouse/keyboard actions and output files.
Stay tuned :)
Dev retweeted
we've been moving at an incredible speed, roughly 6 years worth of continuous computer-use data collected.
Today, our computer-use datasets crossed 50,000+ hours.
Screen recordings + synced mouse/keyboard actions + narrations across CAD, design, browser-use & more.
Sourced from humans and available off the shelf today :)
Samples below.
Book a meeting with us here: cal.com/dev-markov/30min?ove…
Dev retweeted
This Independence Day 🇮🇳, I asked, "What will the next century of young Indians look like?"
$0.01 Drone Deliveries. UAVs that never land. Groceries in under 10 minutes.
Meet The 22nd Century Indian. A Documentary on a New India.
We built a video-game world model for Forza!
Trained on just 7 hours of action-labelled gameplay collected from real gamers (all open-sourced).
Test drive it in the link below :)
@markov__ai
Today, we're launching the largest open-source dataset of gaming data for computer-use.
500+ hours of gameplay screen recordings + keystrokes/mouse movements, across Valorant, Minecraft, GTA and more.
Link in the comments :)
@markov__ai
















