CCTV Shoplifting Prototype
A modular detection + tracking proof-of-concept designed for retail environments with reproducible setup.
These case studies are structured for fast evaluation: context → approach → measurement → outcomes. Links point to source code where applicable.
Curated highlights (quality over quantity).
A modular detection + tracking proof-of-concept designed for retail environments with reproducible setup.
An ETL + NLP pipeline feeding an interactive dashboard to track skill trends, cluster roles, and produce weekly insights.
Measurement-first improvements: event strategy, reporting structure, and technical SEO hygiene for iterative optimization.
More work lives on GitHub. If needed, I can convert repos into recruiter-friendly case studies with screenshots and outcomes.