Optimizing For You Page social content recommendation modelsOptimizing User recommendation models

Researching LLM use for reranking in recommendation systemsFinetuning LLM for generator/evaluator in reranking

·Developed deep learning models to predict performance of sponsored ad content.·Setup data ingestion pipeline from 10TB data warehouse to model training and evaluation.·Research transfer learning from binary classification models to pointwise ranking/regression models.·Design A/B experiment to evaluate models on live usage data.

• Developed a RESTful API to facilitate the access of scientific computational tools to a broad community of users via cloud computing• Aided in implementing Design Doc process for REST API implementation and design on a Simulation as a Service application.• Helped to refactor a legacy Express and Flask stack codebase of over 23,000 lines of code.• Implemented front-end development environment that reduced reliance on back-end code.

Developed a system for professors to easily design and grade problems involving Finite State Machines on online homeworks and exams.