Read maths and CS at Oxford.
Currently building geospatial ML at Orion, researching AI Safety funded by Bluedot, and easily distracted by other problems.
I'm a founding engineer at Orion, where I build geospatial ML. Outside of that, I'm an AI Safety researcher, thanks to funding from Bluedot. Before that I read maths (dabbled in some physics) at Oxford and computer science at FLAME, and have held research + software roles across education and startups. I am also very into interactive diagrams.
first solve it
on paper.
then in code.
on paper.
then in code.
shubz@orion~/home%cat ./latest.md# 1 on linkedin · shubhangithub on github
GITHUB · COMMIT HEATMAP↗ shubhangithub
shubz@orion~/home%ls ./writing/pinned/# 3 open on the desk
- A unit on bending the curveWho shapes artificial intelligence and what 'shape' means.no.01 · ai strategy & policy · 22m↗ read
- What every reading takes for grantedSix assumptions the AGI Strategy readings share, that almost none of them defends.no.02 · ai strategy & policy · 18m↗ read
- The same word, five meaningsHow most AI debates dissolve once you say whose dictionary you're using.no.03 · ai strategy & policy · 14m↗ read
shubz@orion~/home%cat ./builds.md# selected
Selected builds
./fashion-web ↗ML trend intelligence + LMSR exchange.2026 —./taylor-rec-engine ↗Six recommendation engines on one songbook.2026./platypus-learn ↗AI learning platform — PDFs and YouTube → courses.2025 —
shubz@orion~/home%cat ./toolbox.md# what built what
Toolbox
AI safety.
AI alignment research↗ a unit on bending the curveAI ethics & governance↗ bluedot AGI cohort · /now
AI/ML.
Python↗ jaya, threshold, six enginesClaude API · Anthropic SDK↗ platypus-learnPrompt engineering · few-shot↗ orion search · /now
Mathematics.
Computational Game Theory↗ Oxford MFoCS · CVCategory Theory↗ Oxford MFoCS · CV
Physics.
Quantum Information↗ two colours and a HadamardGNSS atmospheric modelling↗ honours thesis · CV
Biotech.
Bioinformatics↗ jaya · proteinsLotka–Volterra dynamics↗ predator and prey
Geospatial.
Rust · Golang↗ orion · /workGeospatial ML · H3 indexing↗ orion · /work
fintech.
LMSR prediction markets↗ pricing the next scarfRecommendation systems↗ six engines
Hardware.
C++ · embedded↗ IoT weather bot · CVCompiler · HDL↗ Nand2Tetris · /work
Infrastructure.
Outreach.
Team leadership↗ Dotslash · Kolhapur · Council · CVMentoring under-represented kids↗ Stemmettes · InnovateHerDBS-checked (UK)↗ cleared for under-18s · /work
this is the teaser · the full taxonomy lives in ./work/toolbox.mdsee all skills + provenance →