researching LLMs and developing core training and evaluation libraries.developed ML models to automate information extraction of financial news and documentsco-lead of the Machine Learning Guild

Transfer learning of biomedical domain-specific transformer models to perform state-of-the-art on clinical NLP tasks

Reduced customer friction for 90%+ of Alexa Smart Home customers by making semantic similarity model inference latency 16x faster

Improved efficiency to diagnose EC2 network tickets by 70–80% through automated detection of networking issues

• Researched and developed neural networks to predict system anomalies in large-scale research cluster

• Led 30 musician members to volunteer at mentoring programs, musical therapy events, and fundraising concerts.• Helped raise over $5000 by hosting benefit concerts for Coffee 4 Kids Honduras and Liberty in North Korea.• Mentored over 100 students in musical instruments at the public library.• Provided musical therapy to special education students and seniors at retirement homes through concerts and teaching beginner music and the recorder.