Evelyn Li

- Led a high-impact independent clinical data analysis project using LLM, responsible for end-to-end project management and development. - Independently designed and developed highly customized algorithms (python) tailored to meet the analytics requirements of the clients. - Expertly fine-tuned and trained ML and NLP models like GPT-3, BERT, resolve unstructured data cases like text summarization, key takeaway extraction, sentiment analysis, NER, text clustering, etc. - Develop and optimize high-quality prompts for NLP applications. - Designed, constructed, and maintained robust Extract, Transform, and Load (ETL) pipelines to ensure the smooth flow of large datasets. - Conduct statistical analysis from source datasets (both structured and unstructured), clean data and pre-process data before uploading to the database (SQL+Python). - Utilizing data visualization techniques to communicate and elucidate actionable insights. - Played a key role in the entire Software Development Life Cycle (SDLC), from initial design and planning through implementation and rigorous testing on dev, stage, and production environments. - Collaborated effectively with subject matter experts, technical and non-technical stakeholders, web service teams, collectively delivering high-value data solutions.

Involved in Software development life cycle (SDLC) of application from design phase to implementation phase and testing. Developed a geographic information data management platform (backend) using Java + SpringBoot Framework+ Redis + Geoserver. Developed completely new services and features to handle geographic information data storage, retrieval, publishing. Analyze, design code modules, develop, implement RESTful APIs. Perform testing on developed code (initial and regression). Coordinate and prioritize application modifications and bug fixes Collaborated with product managers, designers, front-end teams and data scientists. Conducted technical survey, contributed ideas and experiences to team members.