// system online
Engineer Researcher Builder
I build systems at the intersection of research and shipping code — one granted patent, one published paper, and a pile of things that started as 2am experiments.
press ⌘K for command palette · ` for terminal
Published, granted, and defended work.
A scheduling method that shifts model partitions between device and edge at runtime based on thermal and bandwidth headroom, cutting p99 latency without retraining. (dummy abstract — replace)
Replaces full self-attention with a banded approximation for multi-sensor streams, holding accuracy within 1.2% at a third of the FLOPs. (dummy abstract — replace)
Anomaly detection over streaming telemetry with a self-tuning threshold, deployed against a simulated 40-node cluster. (dummy abstract — replace)
Things I built end to end.
Predicts cache misses ahead of the scheduler using a tiny GRU. 18% fewer stalls on the benchmark suite.
Real-time deploy dashboard streaming CI events over SSE, with rollback in one click.
Browser sandbox for visualising multi-sensor fusion strategies frame by frame.
Static portfolio on S3 + CloudFront, deployed by GitHub Actions on every push to main.
x86 kernel with a preemptive scheduler and a filesystem that mostly works.
Zero-dependency markdown to HTML compiler with streaming output.
Live from the GitHub API — @Nikhil-Chavanke-21
Placeholder Institute of Technology. BTP defended.
Edge inference scheduling; lightweight attention for sensor fusion.
Placeholder Lab — model compression for embedded targets.
First open-source repos and far too many side projects.
Open to research collaborations and engineering roles.