Gan Luan Email & Phone Number

New York City Metropolitan Area

- Led and designed an online domain-specific Q&A chatbot powered by LLM and Retrieval Augmented Generation(RAG). Facilitated cross-functional collaboration to gather domain documents through multiple resources, refine prompts to output inline citations and thinking process, automate response accuracy assessment, and seamlessly deploy the chatbot. Currently.

- Led the development of a multi-modal ML system addressing the challenge of identifying undisclosed delivery-related defects. Orchestrated cross-organizational collaboration to verify defect candidates; identified and resolved 5 deeply hidden delivery-related defects, which impacted more than 100k US customers.- Designed and implemented ML causal.

Newark, New Jersey, United States

- Develop novel scalable statistical methods and scalable inference procedures for analyzing growing large-scale data- Develop spatial quantile regression approaches via stochastic gradient decent algorithms,, along with scalable inference procedures based on random perturbation- Implement proposed algorithm with R packages

– Automated statistical analysis and visualization by Python for a biomedical research lab.– Developed and presented a Python program for numerical simulations to a group of 30ish.– Presented the application of machine learning and AI in pharmaceutical industry to health and mathematics students group of 100ish.

Newark, NJ

Recitation leader, home and exam grading, MatLab consulting

Berkeley Heights, NJ

– Created an R package by writing > 10k lines of code to implement Bayesian models for adverse events identification without multiplicity issue.– Established parallel computing algorithm using R packages, improving model performance by > 20 times.– Accelerated model development and refining by adopting AWS cloud computing platform.– Designed an R Shiny App.

Doctor Of Philosophy - Phd

Doctor Of Philosophy - Phd

Bachelor'S Degree