Vincent Soesanto

Experience

1. Machine Learning Engineer

   Truveta

   Jul 2021 — Present · Seattle, WA, US

   Lead project to obtain clinical entities from doctor notes by fine-tuning generative AI models (Mixtral 8x7B, Llama-2)o Design prompts and data sampling methods for train/dev/test dataseto Fine-tune and evaluate LLMs on clinical notes; perform error analysis on fine-tuned LLMso Prompt engineer fine-tuned LLMs to answer questions about clinical conceptso Develop KPIs to measure effectiveness of the fine-tuned LLM against team’s goalsFine-tuned Transformers (T5, BERT) on clinical notes to extract span-based clinical entitieso Design windowing techniques to train Transformers on chunks of text instead of whole noteso Experiment with tuning hyperparameters to improve model trainingo Work closely with expert labelers to improve data quality and model performance

Education

• University of Washington

  Master of Science - MS, Computational Linguistics

  2020

• University of Washington

  Bachelor of Arts - BA, Linguistics

  2019

Skills

• Social Media
• Data Entry
• Leadership
• Interpersonal Communication
• Teamwork
• Public Speaking
• Public Relations
• Social Media Marketing