FG
About
Software engineer building intelligent tools for the unstructured world of healthcare.
Work Experience
Betteromics
2023 - Current
Software Engineer, Machine Learning
Developing large language model (LLM) agents tuned for clinical data abstraction and summarization. Technologies: Python, PyTorch, PaLM, GPT3.5, HuggingFace, Transformers
Syapse
2020 - 2023
Senior Data Scientist
Leveraged predictive methods to extract key medical concepts, classify health conditions, and forecast disease progression in cancer patients.
Clovis Oncology
2018 - 2020
Data Engineer
Developed common data model and statistical analysis for TRITON clinical trial for prostate cancer patients.
Chan Zuckerberg Biohub
2017 - 2018
Bioinformatics Research Associate
Created analytical tools in Python for DNA/RNA sequencing data visualization and quality control reporting.
UCSF Neuroscience Department
2014 - 2017
Neuroscience Research Technician
Under Michael Brainard, supported analysis to identify neurobehavioral biomarkers in songbirds.
Skills
Python
SQL
Spark
PyTorch
HuggingFace/Transformers
JavaScript/React/Next.js
Education
University of California, Santa Cruz
2008 - 2013
Bachelor's Degree in Chemistry
Projects
OpenTargets AI Chat
opentargets.foadgreen.com
Connected the OpenTargets GraphQL API to OpenAI GPT-3.5-Turbo, enabling users to query genetic disease associations using natural language.
Side Project
Python
Flask
GraphQL
React
Next.js
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