Computer Engineering student at San Jose State University (Dec 2027) building AI systems down to the hardware: on-device NPU inference, custom BLE wire protocols, and LLM agents and evals. I ship end-to-end deployments, not demo notebooks.
Currently: seeking internships in AI/ML engineering and edge AI / embedded systems.
🧿 GazeBoard · Lets ALS patients speak using only their eyes, on an off-the-shelf phone. Runs MediaPipe FaceMesh (478 landmarks) on the Qualcomm Hexagon NPU via the LiteRT CompiledModel API at ~8ms inference, fully offline, with a custom 4-point affine calibration engine. Kotlin · LiteRT · CameraX
🪗 Accordion · Reversible context management for LLM coding agents: the whole context window as foldable blocks under a token budget. I built the-conductor-v2, a three-stage relevance pipeline (keyword → bi-encoder cosine → cross-encoder rerank) with self-calibrating fold targets, plus the live conductor activity dashboard. Won The Token Company's sponsor prize at the UC Berkeley AI Hackathon 2026. TypeScript · Node.js · SvelteKit
🌡️ Temper · Evaluates the environment around an LLM (system prompt, tools, skill files) instead of the model itself: scores a harness against a bare-model baseline across six dimensions, generates targeted patches, and re-evaluates to confirm they worked. I built the core eval engine end to end. Python · FastAPI · Gemini
🚒 Clear Dispatch · Four LLM agents behind a 911 dispatcher during wildfire call surges: triage, unit routing, and voice briefings, with the human always in control. Real-time WebSocket pipeline, zero polling. Python · FastAPI · React · Claude
📡 Echo · Emergency alerts that hop phone to phone with no internet or cell service. Custom GATT chunked-transfer protocol with native Kotlin and Swift implementations, gossip mesh with SHA-1 deduplication, Raspberry Pi relay nodes, and offline translation into 23 languages. Flutter · Kotlin · Swift · BLE
Core: Python · C++ · Kotlin · TypeScript · x86 Assembly AI/ML: LiteRT/TFLite · MediaPipe · scikit-learn · LLM agents & evals Systems: BLE/GATT protocol design · on-device inference · FastAPI · WebSockets