At FloLabs R&D, I’m leading development of FloBrain, the LLM orchestration core of MoodChanger. I consolidated five fragmented data models into a stateful pipeline for real-time telemetry from more than 12 wearable types.
I designed a Control-Worker-Judge agent framework with sub-100ms sensor fusion, connecting cloud LLM reasoning to edge wearable hardware. I’m also building motor control abstraction layers that translate model outputs into actuator commands across three robotic platforms.
My work spans speech, vision, and open-source models. At Callmetric AI, I fine-tuned speech-to-text models with LoRA and developed mel-spectrogram analysis for emotionally ambiguous speech; my published models have attracted more than 6,000 combined downloads.

