CV
A short version of my full CV. Download the PDF for the full version
Contact Information
| Name | Hengjian Jia |
| Professional Title | Researcher |
| henryjia@protonmail.com |
Professional Summary
Machine learning researcher focused on predicting blood brain barrier permeability
Experience
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12.2022 - 8.2026 Coventry, UK
Doctoral Researcher
University of Warwick
Worked on predicting blood brain barrier permeability using machine learning and molecular dynamics simulations.
- Also taught undergraduates in set theory, mathematical analysis 1 & 2, linear algebra, and machine learning.
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8.2023 - 4.2024 Coventry, UK
Research Fellow
University of Warwick
Helped with using latent space Bayesian optimisation for novel small molecule design
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6.2022 - 12.2023 Coventry, UK
Machine Learning Engineer
MidJourney
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9.2015 - 6.2022 Bristol, UK
Machine Learning Engineer
Leap Motion/Ultraleap
Education
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12.2022 - 8.2026 Coventry, UK
PhD
University of Warwick
Mathematics of Systems
- Predicting Blood Brain Barrier Permeability using Machine Learning and Molecular Dynamics
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10.2021 - 10.2022 Coventry, UK
MSc
University of Warwick
Mathematics of Systems
- Distinction
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10.2017 - 6.202 Coventry, UK
BSc
University of Warwick
Mathematics and Statistics
- First Class Honours
Publications
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In Review Fast, Lightweight BBB Permeability Predictions for Molecular Design
Molecular Systems Design & Engineering
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2024 Transparent Machine Learning Model to Understand Drug Permeability through the Blood–Brain Barrier
Journal of Chemical Information and Modeling
Skills
Machine Learning: PyTorch, Tensorflow, Pytorch Lightning
Molecular Dynamics: GROMACS, Plumed2, CharMM-GUI, CGenFF
High Performance GPU Computing: CUDA C/C++
Software Engineering: Python, C/C++, Bash, Git, CI/CD
Precision additive and subtractive manufacturing: 3D printing, Manual and CNC machining, Computer aided design (CAD)
Embedded Systems Engineering: ESP IDF, Arduino
Teaching and Mentoring: Set Theory, Mathematical Analysis, Linear Algebra, Machine Learning
Languages
English : Native speaker
Chinese (Mandarin) : Fluent