Michael Eng Hoe Khor
Senior Software Engineer and Data Scientist @ Culture Biosciences | ML generalist, modeling + simulation
- Role
- Senior Software Engineer at Culture Biosciences
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Michael Eng Hoe Khor
At Culture Biosciences, being an R&D software engineer within the Data Science team means…
Experience
Senior Software Engineer
Jan 2022 — Present · South San Francisco, CA, US
As an R&D software engineer, I develop bespoke reactor control software for our in-house bioreactors, as well as the frontend views that support their operation, including website and hardware screens (React, GraphQL, Electron). I work with a cross-disciplinary team in a fast-paced environment, which has led to the launch of our keystone hardware product, the Stratyx 250.For our Data Science arm, I\'ve developed physics-informed neural network (PINN) models that integrate physical constraints and biological heuristics with statistical models. These models simulate upstream bioprocesses and guide experiment design. I have authored a white paper on the use of kernel‑regression models for oxygen-transfer (kLa) prediction.I see my role as being a generalist. I apply knowledge from my data science master\'s to approach system architecture, but I still have the ability to converse with scientists to understand their needs, all while working closely with product managers and designers to get high-impact features out the door.
Education
INTI College Subang Jaya
Transfer credits
University of Wisconsin-Madison
Bachelor of Science (BS)
Udacity
Data Analyst Nanodegree
2019
UC Berkeley School of Information
Master of Information and Data Science
2022
Technische Universiteit Delft
Industrial Biotechnology
2020
Skills
- Research
- Analytical Chemistry
- Molecular Biology
- Data Analysis
- Microsoft Excel
- Microsoft Office
- Indesign
- Photoshop
- Matlab
- Statistics
- Leadership
- Teamwork
- Public Speaking
- Microsoft Word
- Time Management
- Powerpoint
- Process Optimization
- Visio
- Process Control
- R
- Aspen Plus
- Dna Extraction
- Bioinformatics
- Microsoft Powerpoint
- Laboratory Information Management System (Lims)
- High-Performance Liquid Chromatography (Hplc)
- Fermentation
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