Machine Learning Software Engineer at KOS AI

Train and optimize clinical ML models on large-scale patient data, leveraging advanced feature engineering and hyperparameter tuning to achieve improvements in predictive accuracy and treatment personalization.

Software Engineer at Changing the Present

Built and deployed a full-stack internal tool with React and normalized SQL schema, automating manual workflows and reducing admin overhead by 60% across 3 teams; improved data reliability and interoperability by developing RESTful APIs with integrated unit tests, cutting backend response times by 35%.

Assistant Scientist in Computation at UC Davis Health, School of Medicine

Engineered scalable big data processing pipelines to handle vast datasets, leveraging Pandas DataFrames, neural networks, and Redis caching, ensuring 99.9% data persistence across Apache Airflow and Django tasks.

Co-founder / Lead Engineer at BeThera

Founded and scaled an NLP chatbot service for on-demand relationship counseling, harnessing empathetic fine-tuned conversational AI to alleviate relationship stress and generating $10K+ revenue in the first quarter; engineered an LLM-based architecture integrated with a Pinecone vector database to improve semantic retrieval and reduce response times by 75%, enabling real-time, tailored user interactions.

Software Engineering Intern at Guardant Health

Independently developed and tested a new Laboratory Information Management System (LIMS) feature using Java and LabVantage, automating sampling processes for 20,000+ users across histology labs and reducing processing time by 35%.