I build fast systems, train models, and solder the keyboard I type them on.
Start typing. That's my actual keyboard, and it listens. ASD
loading a Forest-Fire prediction…
A U-Net reads temperature, humidity, wind and rain from ERA5 and MODIS satellite data and predicts where a fire spreads next. D* Lite then replans safe paths for rescue teams as the prediction changes, all drawn over a live map of Uttarakhand.
loading the collar board…
An ESP32-C3 collar on every cow reads a 6-axis IMU, body temperature and a microphone, runs the FFT on the collar itself, and works out whether the animal is grazing, ruminating, walking, lame or in heat. A Rust edge server on a Raspberry Pi 5 classifies the whole herd in real time and feeds an offline-first Android app that also identifies breeds on the phone. Built as a team for e-Yantra: collar hardware, firmware, edge server and app.
A neural network library written from scratch in Rust: dense layers, backprop, and no ML framework. It learns MNIST live in a Macroquad GUI. Training runs on its own thread over MPSC channels, so you can pause it, scrub the learning rate, and watch every neuron light up.
Sign off packages for [core] and [extra] on bare metal and VMs. Identified and reported critical kernel regressions.
Evaluated open-source SBOM and SCA toolchains against offline vulnerability databases, deployed and tested inside an air-gapped network.
Work on TensorRT compilation pipelines and FX graph optimisations for NVIDIA GPUs.
A Rust bot for a MOBA-style AI game. 350+ versions, each tested in paired ladder runs and against replays of 10,000+ ranked games.
Business entity resolution across three record sources: blocking, a fine-tuned bi-encoder, cross-encoder rerankers and XGBoost matchers. 0.989 macro F0.5.
Code →A supply-chain orchestration environment for training and verifying agentic reasoning with GRPO.
Code →A sparse 3D U-Net labels every LiDAR point, then a GPU grid engine builds a foveated 2.5D map: 5 cm cells near the vehicle, 40 cm out to 100 m.
▶ runs in your browserA live USB that images failing drives with ddrescue, then wipes with ATA/NVMe sanitize, verifies, and exports signed evidence.
Flight software on a Jetson: Dora graphs, a Rust LiDAR node, QR and marker vision, ArduCopter over MAVLink.
An audited agent that finds revenue at risk, picks a fix for the cause, and measures recovery against a held-out control arm.
F1 tyre-degradation research: how much pace a tyre gives away with age, from public timing and F1 25 telemetry. I helped build that telemetry dataset, recording it lap by lap.
▶ runs in your browserMonte Carlo contagion in a banking network: one bank’s distress spreads through fire sales, liquidity runs and defaults. Built for Datathon 2026.
▶ runs in your browser The storehouse23 projects, from RL agents and deepfake detectors to drone flight software and PCBs.
Open the archive →
Hand-wired split, printed case, ZMK firmware, wireless on nice!nanos. The 3D one at the top of this page is a model of it.
My desktop shell: a glass bar with a dynamic island, capture tools, lock screen and a cat.
MCT’s Rajiv Gandhi Institute of Technology, Mumbai
Prakash College of Commerce and Science, Mumbai
SVKM’s CNM School, Mumbai