AI & Machine Learning engineering student.
I build developer tools and computational research code — offline-first, tested, and honest about what they do.
Clishe · Python, Bash
An offline-first command-line companion for Linux beginners. Type plain English, see the exact command before it runs, and learn the shell as you go. AI is optional and runs locally through Ollama — nothing leaves the machine unless you turn on a cloud provider deliberately.
Safety checks on every command, a fuzz-tested danger classifier, undo that for accidental
deletions, bundled tldr-pages for offline explanations, screen-reader mode, shell completions,
a man page, and packaging for PyPI and the AUR.
Polyphage · Python
Multi-objective computational design of IsPETase variants for PET-plastic degradation. ProteinMPNN proposes sequences against a fixed backbone with the catalytic triad frozen, ThermoMPNN prices the stability cost of each mutation, and NSGA-II returns a Pareto front instead of a single "best" answer.
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The search recovers D186H, a published FAST-PETase thermostability mutation, with no access to the paper — significant under every null tested, including a ddG prior weighted by both position and residue. An earlier headline result that did not reproduce was withdrawn and documented rather than quietly dropped.
WildID · Dart, Flutter, PyTorch
A mobile app that identifies endangered marine species from a photo, built for conservation awareness in the Indo-Pacific region.
EfficientNet-B0 as the primary classifier, with a ResNet-50 + MobileNet-V3 weighted-vote ensemble and automatic fallback. Offline caching, confidence scoring, IUCN Red List linking, and life lists.
| Pull requests merged | 76 |
| Merged into other people's repositories | 10 |
| Repositories released publicly | 3 |
| Tagged releases shipped | 7 |
Upstream contributions include a FAISS vector database and RAG integration for harryfrzz/neo, Estonian language support for seerr, and documentation work on harryfrzz/re-tui.
Python TypeScript Go Dart Rust Bash ·
PyTorch FastAPI Flutter React Node.js ·
Docker Git Linux
shyam.kjay.10a@gmail.com · LinkedIn · India