• Machine learning for trading

• Gemini post-training for audio (SFT and RLHF; https://arxiv.org/abs/2507.06261)

• RL for full-duplex audio dialog models

• Joint music+text embedding models (https://arxiv.org/abs/2508.04651)

• MusicLM – music generation from text (https://arxiv.org/abs/2301.11325)

• Brain2music – reconstruction of music from human fMRI data (https://arxiv.org/abs/2307.11078)

• Android app development for NowPlaying (always-on music recognition on Pixel phones)

• Microcontroller programming for small businesses

• Completed over 50 projects ranging from websites to smart home control systems