Featured
A step-by-step walkthrough of installing Meta's Segment Anything 2 on Windows: CUDA versions, PyTorch wheels, environment setup, and a full example pipeline from NAIP imagery to georeferenced masks.
Personal Journal • Dec 2025 · 11 min read
Film-obsessed rantA film kid’s take on the Netflix x Warner deal: fewer mid-budget miracles, more IP hydras, and what it all means for theaters, workers, and the weird stuff we actually fall in love with.
GeoAI • Dec 2025 · 11 min read
Technical deep-diveHow I stitched together PyTorch, SAM 2.1, Segment-Geospatial, and ArcGIS Pro to map tree crowns from multi-GB rasters — including the “oh, GPU VRAM actually matters” moments.
Hackathons • Nov 2025 · 8 min read
HackUTA · Kozi.RESTA retrospective on our sleep-tracking bedside companion: hardware we chose, how we glued Gemini + ElevenLabs together, and how we’d redesign it with more time.
Dev Notes • Nov 2025 · 7 min read
Cloudflare AIA walkthrough of Backlog Buddy: modeling state in Durable Objects, streaming responses from Workers AI, and building a tiny HTML chat UI you can deploy in one command.
Field Notes • Oct 2025 · 6 min read
ReflectionWhat my first semesters of CS + GIS have actually felt like: wins, burnouts, imposter syndrome, and what’s helped me keep moving.