some stuff i've made
from systems-heavy builds to backend, cloud, and devops work.
Siphon // 16-service self-retraining ML loopsystems · ml · ai infra · backend · databaseA TikTok-shaped recommendation system: bots watch videos, every watch and skip streams back, and the ranking model retrains itself and only ships if it's measurably better.Engram // distributed Raft + ANN searchsystems · ai infra · backendA distributed memory backend for LLM agents: short-term messages, long-term vector search, pinned facts, auto-extracted knowledge graphs, and cross-session shared memory, all replicated across a Raft cluster.