Projects
Selected work focusing on real-world constraints and engineering trade-offs.
Biometric Authentication at Scale
The Problem
Existing solutions failed in low-connectivity environments with variable lighting.
Why It Mattered
Built a system serving 100,000+ users with 99.9% accuracy.
Technical Insight
Latency matters more than model size; optimized on-device inference to <100ms.
PythonTensorFlowEdge Computing
Automated Data Pipeline Orchestrator
The Problem
Manual data cleaning was consuming 40% of engineering time.
Why It Mattered
Reduced data prep time by 90% and eliminated human-error injection.
Technical Insight
Idempotency is the most critical feature of data pipelines.
Apache AirflowDockerAWS