CV
Basics
Name | Rangsiman Ketkaew |
Label | Doctoral student |
rangsiman.ketkaew@chem.uzh.ch | |
Url | https://rangsimanketkaew.github.io |
Summary | A doctoral student interested in quantum chemistry, machine learning, software development, and high-performance computing |
Work
-
2020.06 - Present Doctoral Researcher
University of Zurich, Zurich, Switzerland
- Develop and apply computational techniques for molecule design and reaction investigation
- Synergistic collaboration with NCCR Catalysis
-
2020.05 - 2020.11 Machine Learning Consultant
Thingking Machines Data Science, Bangkok, Thailand
- Develop machine learning model for predicting fouling in heat exchangers
- Provide expert guidance and domain skills in chemistry
-
2019.09 - 2020.05 Computational Chemist
New Equilibrium Biosciences, Boston, MA, USA
- Design AWS-based autoscaling parallel cluster with GPUs for high-performance calculations
- Develop machine learning force field for drug discovery targeting intrinsically disordered proteins (IDPs)
Volunteer
-
2023.01 - 2023.12 Zurich, Switzerland
Core Team Member
Google Developer Student Clubs (GDSC)
Event organizer for GDSC
- Organized a seminar with D.E. Shaw Research, NYC, USA
-
2021.03 - 2021.12 Bangkok, Thailand
Lead Organizer
Thailand Machine Learning for Chemistry Competition 2021
Committee member and technical team leader of the TMLCC
- Initiate TMLCC - the first data science competition in Thailand that focuses on chemistry problem
- Design the problem and challenge
-
2019.01 - 2021.12 Bangkok, Thailand
Marketing Team
PyCon Thailand 2019 & 2021
Core team member focusing marketing and public relations
- Strategic marketing idea
- Coordinate with invited speakers
Education
-
2020.06 - Present Zurich, Switzerland
Dr. rer. nat.
University of Zurich, Zurich, Switzerland
Theoretical Chemistry
- Quantum chemistry
- Ab initio molecular dynamics
- Enhanced sampling
- Machine learning
- Software development
-
2016.06 - 2018.12 Pathum Thani, Thailand
MSc
Thammasat University, Thailand
Theoretical Chemistry
- Constrained Density Functional Theory
- Marcus Theory for Electron Transfer
- Homogeneous catalysts
-
2012.05 - 2016.05 Pathum Thani, Thailand
BSc
Thammasat University, Thailand
Chemistry
- Reaction mechanism investigation
- Density Functional Theory
- Time-Dependent Density Functional Theory
- Mesoscale Simulation
- Dissipative Particle Dynamics
Awards
- 2024.11
CMSZH Travel Award | Machine learning workshop
Graduate School of Chemical and Molecular Sciences Zurich, Switzerland
CECAM Machine Learning Workshop, Berlin, Germany
- 2018.04
NCTU Elite Internship Program
National Chiao Tung University, Hsinchu, Taiwan
Scholarship for international student
- 2017.02
Visiting Scholarship
International Centre for Theoretical Physics, Trieste, Italy
Travel Award Fellowship
- 2016.03
The Royal Winner Award
UBE Corporation, Bangkok, Thailand
The winner of 2016 Thailand Computational Chemistry Challenge
Certificates
Graph Theory Algorithm | ||
Udemy | 2022-11 |
Troubleshooting EC2 - Linux | ||
Amazon Web Services (AWS) | 2021-12 |
AWS Cloud Practitioner Essentials | ||
Amazon Web Services (AWS) | 2021-12 |
Skills
Programming | |
Python | |
Fortran | |
C++ | |
SQL | |
Bash |
Libraries/Frameworks | |
TensorFlow | |
NumPy | |
SciPy | |
SymPy | |
Scikit-Learn | |
Pandas |
Development Tools | |
Git | |
CI/CD | |
Docker | |
Kubernetes |
Platforms | |
AWS EC2 | |
AWS ParallelCluster | |
AWS Auto Scaling |
Languages
Thai | |
Native speaker |
English | |
Fluent |
German | |
Beginner |
Interests
Computational Chemistry | |
Molecular quantum chemistry | |
Free energy calculation | |
Electron transfer | |
Statistical and mathematical techniques |
Machine Learning | |
Deep neural network | |
Unsupervised machine learning | |
Symbolic regression | |
Graph-based neural network |
Scientific Software Development | |
High-performance computing | |
Software benchmarking | |
Distributed computing | |
Cloud technology |
Endurance Sports | |
Distance running | |
Trail running | |
Skiing | |
Cycling |
References
Professor Sandra Luber | |
Professor of Theoretical Chemistry, University of Zurich, Zurich, Switzerland |
Professor Yuthana Tantirungrotechai | |
Professor of Theoretical Chemistry, Thammasat University, Pathum Thani, Thailand |
Dr. Fabrizio Creazzo | |
Senior PostDoct Researcher, University of Zurich, Zurich, Switzerland |