I am currently an Applied Scientist working on generative AI and LLM agents for Amazon Bedrock. I contribute towards building the best agents in the market for our customers. Research topics of interest include reasoning, planning, and task automation. I obtained my PhD in Computer Science at UMD. I graduated from Cornell University with an undergraduate honors degree in Mathematics and a minor in Computer Science. I have worked on problems in machine learning and NLP for 10+ years. I have published papers in areas like active learning, topic modeling, and domain adaptation. For more information, check out my website at forest-snow.github.io.