Martin Schmitz-Ph.D., Computer Science
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Experience
Ph.D. Student
National University of Singapore & A*STAR Genome Institute of Singapore
Developed and trained deep learning models for large biological datasets. Built data and training pipelines. Tutor for machine learning courses. Supervised research interns and bachelor theses.
Research Assistant
Fraunhofer IAIS
Developed and trained NLP machine learning models for research and industry projects, from data preprocessing to evaluation.
Tutor
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Education, Biotechnology, and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology and Research and Development.
Summary
Ph.D. in Computer Science from the National University of Singapore, with a focus on applying deep learning to real-world data and systems. Experience in end-to-end building of ML models — from data pipelines to training and evaluation — in the areas of Geometric Deep Learning, Reinforcement Learning, Contrastive Learning, Bioinformatics, and LLMs.
Skills
- Geometric Deep Learning
- Reinforcement Learning
- Contrastive Learning
- Large Language Models
- Bioinformatics
- Responsible Ai
Languages
Education
National University of Singapore
Ph.D. · Computer Science · Singapore, Singapore
University of Bonn
M.Sc. · Computer Science · Bonn, Germany · 1.4
University of Koblenz
B.Sc. · Computational Visualistics · Koblenz, Germany · 1.7
Statistics
Experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Martin is based in Bonn, Germany.
Martin speaks the following languages: German (Native).
Martin has at least 13 years of experience. During this time, Martin has worked in at least 3 different roles and for 2 different companies. The average length of individual experience is 4 years and 3 months. Note that Martin may not have shared all experience and actually has more experience.
Based on recent experience, Martin would be well-suited for roles such as: Ph.D. Student, Research Assistant, Tutor.
Martin's most recent position is Ph.D. Student at National University of Singapore & A*STAR Genome Institute of Singapore.
In recent years, Martin has worked for National University of Singapore & A*STAR Genome Institute of Singapore.
Martin is most experienced in industries like Education, Biotechnology, and Information Technology.
Martin is most experienced in business areas like Information Technology and Research and Development.
Martin has recently worked in industries like Biotechnology and Education.
Martin has recently worked in business areas like Information Technology and Research and Development.
Martin holds a Doctorate in Computer Science from National University of Singapore, a Master in Computer Science from University of Bonn and a Bachelor in Computational Visualistics from University of Koblenz.
Martin will be available full-time from September 2026.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 30 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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