Archive/Selected Projects

Selected Engineering Features

In-depth technical writeups covering computer vision edge models, high-performance web systems, and resilient data processing pipelines.

Computer Vision2025•●[CLIENT / CAPSTONE LAB: Industrial Quality Assurance Partner]

●[PROJECT NAME: Real-Time Defect Detection for Manufacturing Lines]

Replacing slow manual surface inspections with an edge-optimized YOLOv8 pipeline that spots micro-defects in 14 milliseconds.

PythonPyTorchYOLOv8OpenCVTensorRTFastAPIDocker

●[14.2]ms

Inference Latency

WordPress2024•●[CLIENT: Independent Culture & News Publication]

Rebuilding a bloated 80-plugin WordPress monolith into a clean, sub-second publishing engine that handles viral traffic spikes without breaking.

WordPress (Custom Theme & Block API)PHP 8.3Tailwind CSSRedis Object CacheCloudflareDocker

●[98]/100

PageSpeed Mobile Score

Data Science2024•●[ORGANIZATION / RESEARCH INITIATIVE: IoT Fleet Monitoring Lab]

Architecting a fault-tolerant stream processing pipeline ingesting 18,000 sensor events/sec with real-time drift detection.

TypeScriptNode.jsPythonApache KafkaClickHouseTimescaleDBNext.js

●[18,500]events/s

Throughput Capacity