Neeratyoy Mallik - PHD Student at AutoML Freiburg

Neeratyoy Mallik

PHD Student at AutoML Freiburg

Freiburg im Breisgau, Baden-Württemberg, Germany

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Summary

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Neeratyoy Mallik is a PhD student at AutoML Freiburg with 8 years of experience applying and engineering scalable hyperparameter optimization methods for deep learning. His research and code have produced published work (IJCAI, NeurIPS dataset track) and practical tools such as DEHB and HPOBench, reflecting a blend of rigorous experimentation and reproducible benchmarking. He contributes to prominent open-source infrastructure—most notably enhancements to the widely used openml-python API—improving dataset handling, task management, and robustness for community datasets. Prior roles span research analyst and team lead positions in industry where he built end-to-end ML systems, prototyped IoT and NLP solutions, and taught data science foundations. Based in Freiburg, Germany, he combines academic depth with hands-on software development and a proven track record of shipping well-tested features and benchmarks. A less obvious strength is his history of socio-entrepreneurial and teaching initiatives, showing an ability to translate technical work into real-world impact and knowledge transfer.

8 years of coding experience

6 years of employment as a software developer

10+2 (CBSE), 10+2 (CBSE) at Rajhans Vidyalaya

10 (ICSE), 10 (ICSE) at Arya Vidya Mandir, Juhu

Bhaktivedanta Swami Mission School, ISKCON

Master's degree, Computer Science, Master's degree, Computer Science at The University of Freiburg

Bachelor of Engineering (B.E.), Computer Science, Bachelor of Engineering (B.E.), Computer Science at Indian Institute of Engineering Science and Technology, Shibpur

Don Bosco, Park Circus

English, Hindi, Bengali, Spanish, German

Stackoverflow

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Github Skills (11)

scikit-learn10

python10

data-science10

scikit10

testing9

machine-learning9

pandas9

data-handling9

api8

data-analysis8

apidoc8

Programming languages (6)

ShellRTeXPHPJupyter NotebookPython

Github contributions (5)

openml/openml-python

Apr 2019 - Jun 2021

OpenML's Python API for a World of Data and More 💫

Role in this project:

Data Scientist & Backend Developer

Contributions:79 reviews, 121 commits, 51 PRs in 2 years 2 months

Contributions summary:Neeratyoy's contributions primarily involved enhancing the OpenML-Python API's data handling and task management capabilities. They implemented optional data split downloads, added error handling for task IDs, and improved the integration of class labels within task metadata. Furthermore, the user refactored code related to dataset fetching, particularly for sparse data handling, and extended the API to accommodate additional functionalities like listing evaluation measures. They also worked on adding unit tests for the new functionalities, improving the quality of the code.

pythonmeta-learningopenmldata-sciencemachine-learning

Neeratyoy/SequenceModelling

Jun 2019 - Jul 2019

DL Lab Project SS 19

Contributions:41 commits, 1 PR, 44 pushes in 1 month

lab

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