Projects and companies I am building.

This is the home for active products, studios, and experiments. Blogs can cover the technical notes later, but this page keeps the work itself easy to find.

Select Flow photo selection gallery preview

SelectFlow

selectflow.in

New launch

A product I recently launched. I am keeping the public note short until the first launch cycle settles, but this is now one of the active builds I want people to find.

Product Founder build Live
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49.3Mparameters
8.9Btraining tokens
4.4hon one H100
<$30total cost

Mantis-50M

kash8080/Mantis-50M

#1 under 50M

A language model I pretrained from scratch, with my own tokenizer and data mix. Mantis-50M-Base is #1 in the under-50M class of the Open SLM Leaderboard, with an Intelligence Index of 18.36, after it passed the maintainers' hidden test sets. A second version trained on more of my synthetic arithmetic data scored 30.05 with the board's eval tools, but on 232 held-out word problems it only gets 31 to 41% (chance is 25%). So I didn't submit it, and the model card says so. It continues text. It's not a chatbot.

Pretraining Evals PyTorch Hugging Face
LLM Canvas showing the CS336 TransformerLM wired up on a whiteboard, with the parts palette and model summary

LLM Canvas

llmcanvas.netlify.app

Open source

A browser whiteboard for learning how a Transformer LM fits together. Wire up attention, RoPE, SwiGLU and friends, then watch tensor shapes, parameter counts and training memory update as you change the model. Built around the Stanford CS336 TransformerLM.

Learning tool Transformers React Live
Open LLM Canvas
Designare Studio preview

Designare Studio

designare.studio

Agency

A design and development agency I co-founded. We work across brand, product design, websites, apps, and 3D experiences, then ship the engineering behind the work.

Co-founder Design Development 3D
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DeepStory short video app preview

DeepStory

deepstory.co

Video app

A short video app I co-founded around related-video discovery. DeepStory lets people swipe into similar edits, watch in an ad-free feed, and helps creators build a better path from content to influencer marketing.

Co-founder Short video Android iOS beta
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