As part of the Rapid Development Studio team, I am working on the design and development of sophisticated machine learning models and algorithms tailored to optimize diverse facets of Fortrea’s operations, including clinical trial optimization, predictive analytics, and personalized healthcare solutions.
* Engineered an advanced healthcare risk model leveraging RNNs with a deep semantic understanding of metrics to enable flexible data ingestion and more precise predictions. Developed and trained a custom two-tower-style architecture using PyTorch and fine-tuned biological models (pytorch, openai, llm, scikit-learn, python, azure).
* Engineered cutting-edge data extraction workflows leveraging agentic frameworks (LangChain, LangGraph, prompt engineering), visualized complex dependencies from DDL with abstract syntax trees and LLMs and RAG workflows to answer questions.