CCTV Shoplifting Prototype
A modular detection + tracking proof-of-concept designed for retail environments with reproducible setup and real-time pipeline structure.
I build measurable, high-performance websites that stand up to real scrutiny. Focused on technical SEO, GA4 measurement, and performance engineering — every project is documented with context, decisions, and verifiable outcomes.
Each project is structured: Context → Approach → Measurement → Outcome.
A modular detection + tracking proof-of-concept designed for retail environments with reproducible setup and real-time pipeline structure.
An ETL + NLP pipeline feeding an interactive dashboard to track skill trends, cluster roles, and produce weekly insights for job market analysis.
Measurement-first improvements: event strategy, reporting structure, and technical SEO hygiene for iterative optimization and growth tracking.
Every project is built with real users, real constraints, and measurable outcomes. No fluff—just clean execution.
Clean, accessible, performance-optimized websites built with semantic HTML, fast CSS, and minimal JavaScript.
Technical SEO that improves discoverability. Metadata, internal linking, structured data, and crawl hygiene.
Events, conversions, and reporting so stakeholders can see what works and why. GA4 configuration and dashboards.
Understand the real problem and constraints before writing a single line of code or strategy.
Design decisions documented with reasoning — not just implementation details.
GA4 tracking set up before launch. Data from day one, not as an afterthought.
Results documented, screenshotted, and verifiable. No vague claims — only real numbers.
Share your goal and timeline. I’ll respond with clear next steps and a recommended approach.