About Me
Data scientist with extensive experience in bioprocess engineering and fermentation. Specialized in developing automated data solutions and implementing machine learning applications in biotechnology settings. Strong background in process optimization and data-driven decision making, combining technical expertise in both data science and bioengineering.
Technical Skills
Data Science & Programming
- Python (Plotly, Dash, Flask)
- Machine Learning (Scikit-learn, TensorFlow)
- Google JavaScript
- Lookerstudio
- Data Management
Bioprocess Engineering
- Fermentation
- Cell Culture
- Downstream Recovery
- Tech Transfer
- Scale Up
Tools & Platforms
- LabVIEW
- API Integration
- SQL Databases
- Docker
- Render
Professional Experience
Associate Data Scientist - Vitrolabs Inc
June 2023 - October 2024
- Designed and implemented company-wide SQL database with Lookerstudio integration
- Created and deployed Plotly Dash visualization applications
- Automated data processing workflows, reducing turnover time by 90%
- Implemented API integrations for automated data export
- Led project management efforts improving tissue quality
Senior Associate Scientist - Amyris
April 2021 - June 2023
- Automated fermentation calculations using Python/SQL
- Led ISPR fermentation project achieving 300% productivity improvement
- Developed and scaled up lab fermentation processes
Featured Projects
Medical Data Analysis Dashboards
Technical Projects
- Plotly Dash application for data visualization, deployed via Docker and Render
- Automated gaming scripts using Autohotkey and TensorFlow YOLO for image recognition
- Machine learning web application using Streamlit and Scikit-learn
- Process automation using LabVIEW for biotech applications
Education
Master of Science in Chemical Engineering
University of California, Davis
GPA: 3.8 | Graduated September 2018
Awards & Certifications
- 40th Symposium On BioFuel/Chemical Best Poster Award
- SAChE - Chemical Reactivity Hazards
- Six Sigma Yellow Belt