Jeffrey Tan Email and Phone Number

• Drove project to analyze and predict metrics for expanding on-page ads, impacting $20 million+ yearly revenue.• Collaborated with stakeholders across many different teams and roles to understand project goals and data pipelines.• Utilized SQL and Python to navigate and draw conclusions from databases containing 1 billion+ user data points.• Won 1st place out of 20 teams in intern innovation challenge by ideating and prototyping furniture assembly assistant.

• Developed full-stack application for B2B customer support chat agent rolled out to 50+ small businesses.• Developed complete natural language RAG pipeline, allowing chat agent to interface with domain-specific knowledge.• Created Express and Flask APIs to serve natural language agent, aiming to reduce customer response load by 40%.• Leveraged AWS Computing technologies, MySQL, HTML/CSS/JS, Flask, Express, Milvus.

• Built molecular large language transformer model with multimodal contexts for general molecular analysis tasks.• Constructed novel dataset for molecular text/graph analysis for 160k+ molecules, more than 10x previous benchmarks.• Co-authored paper presenting state of the art NLP model performance. Accepted to the ISMB 2023 conference.• Leveraged AWS Computing technologies, MySQL, Unix/Shell Scripting, and CUDA to expedite research process.

Taught over 300 students in Philadephia about topics like Python coding, 3D Printing, and game development.