Adaptive learning
RealLearn AI
One question, followed all the way to mastery.
A grounded explanation, a quiz gate, then on-device spaced repetition — in 63 languages, local-first.
Launch RealLearn (opens in a new tab)— tonight —
Dome open · 2026
AI Architect ✦ Full-Stack ✦ Author
I build AI that forgets you —
on purpose.
I Observation log
PLATE 01 / 05
Adaptive learning
One question, followed all the way to mastery.
A grounded explanation, a quiz gate, then on-device spaced repetition — in 63 languages, local-first.
Launch RealLearn (opens in a new tab)Interactive science
Atoms and molecules, alive in the browser.
Build atoms shell by shell, browse the periodic table and spin 3D molecules at 60fps — even on low-spec laptops.
Launch Pi (opens in a new tab)Mobility
Every way across the city, in one voice.
Challans, FASTag and licences handled by an autopilot feed — just say it, in English or हिन्दी.
Launch Gati (opens in a new tab)Design QA
Colour, measured — for designers who like math.
OKLCH distance, WCAG AAA contrast checks and harmonic palettes in one precise tool.
Launch Fit The Color (opens in a new tab)Privacy assistant Deprecated
The first satellite. Retired — it kept nothing, not even itself.
A privacy-first AI assistant with consent built into the API and zero data retention.
Archive eSAMz AI, deprecated (opens in a new tab)II Star catalogue
AQ-001 · brightest object
A transformer, written from raw tensor math.
Began as a 2B-parameter model built from scratch and grew into a full LLM toolkit: load, LoRA fine-tune, align with DPO/ORPO, merge, evaluate and serve open-source models in a few lines of Python.
0 parameters
Bilingual voice routing.
An intent-first mobility OS for Indian vehicle services — challans, FASTag, licences — with an autopilot feed and voice commands in English and हिन्दी.
An infinite world, in a tab.
A Minecraft-inspired voxel sandbox with 10 biomes, 46 blocks, caves, weather, day/night and survival — fully offline, touch-ready.
The renderer behind π.
ATOMVERSE: an interactive atoms-and-molecules museum with a Bohr-model builder, periodic table and a 60fps 3D molecule viewer — no WebGL.
The privacy plumbing behind eSAMz.
The Next.js PWA behind eSAMz AI, where consent is an API surface — explicit acceptance, one-call revocation, and a proxy so clients never touch the model.
One file. Zero dependencies. Fully reactive.
An ultra-light web framework: write a declarative .breeze file and get signals, keyed lists, SSR and native Web Components — no build step, no node_modules, smaller than Vue or React gzipped.
A quiet home screen for loud phones.
A Nothing OS–inspired Android launcher — monochrome, dot-matrix, red only when it matters — with zero-idle battery drain and instant cold starts.
public repos in the full sky survey
(opens in a new tab)Rings: my own audit of depth.
Field notes
Most AI is retention dressed as research. The alternative is simple: answer well, then forget. Software should grant dignity, not extract attention.
Built to elevate, not to retain.
Nothing kept. Provably.
Useful and delightful, always.
III The archive
IV Control room
try
V Transmission
Open to AI systems, full-stack builds, and collaborations with heart.