Stanford, California, United States
drone, healthcare, and ML/NLP experience reach out if those sound fun
- Exploring scene reconstruction techniques to train RL policies for UAVs with minimal data, augmented with world models
- Leading autonomy systems for development of autonomous campus food delivery UAV - Utilizing ROS2 integrated with GPU-accelerated Isaac ROS and SLAM on a Jetson Orion Nano for fast mapping in unknown environments, paired with OAK-D stereo depth camera and Pixhawk flight controller
- Creating dashboard applications directly into Snowflake Data Lake to interface with patient data - Created AI suggestion features to help achieve speedup of processes - POC'ed app to multiple interdisciplinary teams, etc. - Utilized Streamlit, Python, Huggingface, Snowflake, NumPy, Pandas
- Led and developed Streamlit applications integrated into Snowflake cloud, utilizing NLP techniques to automate processes, with input from domain experts - Attended cross-business unit meetings to understand design requirements for application - Worked closely with Director of Data Science/AI in order to improve app - Presented application to CVP of business unit (THV) and Chief Scientific Officer
Currently researching concept representation in LLM latent spaces