Tarun Kumar
Applied AI Scientist at Mistral AI
Singapore
Summary
🤩
Rockstar🎓
Top SchoolTarun Kumar is an Applied AI Scientist based in Singapore with 11 years of experience building and productionizing machine learning and large model pipelines. He has deep hands-on experience in distributed pretraining, domain adaptation, synthetic data generation and instruction tuning, having led ML engineering efforts at A*STAR and now working at Mistral AI. Tarun’s early open-source work includes substantive refactors to the widely used aima-python repository (mentored by Peter Norvig), improving algorithm clarity and modernization—an indicator of his focus on clean, maintainable research code. He combines research rigor from roles at SUTD and A*STAR with practical deployment experience across speech and multilingual Southeast Asian models. Notably, he blends low-level algorithmic refinements with large-scale systems engineering, making him comfortable from prototype to production.
11 years of coding experience
7 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and Science
English
Stackoverflow
21reputation
212reached
0answers
1question
Github Skills (10)
algorithm10
data-structures10
algorithms10
python10
data-structure10
refactoring9
linguistics6
nlp6
machine-learning6
artificial-intelligence6
Programming languages (8)
Github contributions (5)
aimacode/aima-python
Mar 2016 - Mar 2017
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Role in this project:
Back-end Developer
Back-end DeveloperContributions:70 commits, 41 PRs, 41 pushes in 1 year
Contributions summary:Tarun primarily focused on refactoring and improving the core functionality of the AI algorithms implemented in the repository. They modified distance functions to utilize tuples, added functions for point representation, and removed redundant code, enhancing code clarity and efficiency. Furthermore, they replaced legacy `if_` calls with Pythonic alternatives and removed deprecated functions, contributing to the modernization and maintainability of the codebase.
pythonpython-implementationapproachartificialmachine-learning
reachtarunhere/windowed-bitext-aligner
Feb 2020 - Mar 2020
Contributions:50 commits, 13 pushes, 1 branch in 1 month
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