Screen Watcher
Local desktop application that detects visual changes and builds a semantic history of screen activity.
VIEW REPOSITORY ↗LOADING / NEXT VIEW
Preparing the next section…03 / EXPERIMENTAL BUILD PROGRAM
A practice of building. Thirty small projects exploring software engineering, artificial intelligence and hardware.
01—09 / FOUNDATIONS
Local desktop application that detects visual changes and builds a semantic history of screen activity.
VIEW REPOSITORY ↗Key-value database built from scratch to explore indexing, append-only storage and log compaction through benchmarks.
VIEW REPOSITORY ↗Real-time market data pipeline that streams Binance trades through Kafka to independent consumers and a live dashboard.
VIEW REPOSITORY ↗One-day experiment comparing Unity and Unreal Engine by building the same Android face-tracking AR experience.
VIEW REPOSITORY ↗Local RAG system with structure-aware retrieval, grounded generation and traceable sources over academic documents.
VIEW REPOSITORY ↗Adaptive vision system where global Cloud detections guide local Edge attention, reducing remote inference calls by 71% and transferred data by 74% in a reproducible video benchmark.
VIEW REPOSITORY ↗From-scratch web search engine with controlled crawling, an inverted index and BM25 ranking, revisiting a personal search engine project from 2022.
VIEW REPOSITORY ↗Browser performance experiment comparing main-thread and Web Worker GLB loading, measuring responsiveness, blocking time and time to first rendered frame across increasingly large 3D assets.
VIEW REPOSITORY ↗Persistent Windows desktop pet with global eye tracking, direct interaction and a lightweight Tamagotchi-style state that continues evolving while the application is closed.
VIEW REPOSITORY ↗CHECKPOINT / YOU ARE HERE
The experiments now have a home. You’re looking at build #10.
11—19 / NEXT ITERATION
New territory, one build at a time. Each project reveals itself when it ships.
Next in the build sequence.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]This slot opens when its project ships.
[ RESTRICTED ]21—30 / BEYOND THE PERIMETER
Restricted territory.
UNLOCKS WITH PORTFOLIO STAGE II / #20