Helal Chowdhury

Helal Chowdhury

Senior Data Scientist
Germany
German, English

About Me

Seeking an exciting position in Data & AI, Cloud/SW landscape. Dr.-Ing. Helal Chowdhury has 15+ years of experience in academic and industrial R&D across Aerospace, Automotive, Telecom and Nuclear Energy, with expertise …

Experience

Senior Data Scientist

Hero Tech Center Germany GmbH, Rosenheim
Jul 2022 - Present · 4 years 3 months

<p>Product owner and Tech-Lead of a bigdata-based software project in battery lifecycle intelligence<br>
Developed a Python module for advanced analytics leveraging 7 TB of test data<br>
Saved 60K+ Euro per year licensing-cost<br>
Leading the strategic roadmap of digitalization, agile culture and mindset, advanced mobility, BMS-EDGE-Cloud and computing model software-defined vehicle for two wheelers</p>

Senior Data Scientist

Hero Tech Center Germany
Jul 2022 - Present · 4 years 4 months

- Product owner and Tech-Lead of a bigdata-based software project in battery lifecycle intelligence
- Developed a Python module for advanced analytics leveraging 7 TB of test data, saving 60K+ Euro per year licensing-cost
- Leading the strategic roadmap of digitalization, agile culture and mindset, advanced mobility, BMS-EDGE-Cloud computing model and software-defined vehicle for two wheelers

Research Staff, Lead in Machine Learning & Materials Development

German Aerospace Center in Augsburg, Institute of Test and Simulation for Gas-Turbines
Sep 2020 - Jun 2022 · 1 year 9 months

<p>Successfully led all AI projects and activities within the institute including AI accelerated multidisciplinary design optimization<br>
Led software for the automation of micro load-frame<br>
Led AI assisted 2D to 3D microstructures generation<br>
Replaced multiscale simulation with AI designed solutions<br>
Conceptualized, supervised and multiple MSc theses<br>
Designed a PhD project</p>

Research Associate

German Aerospace, Institute of Test and Simulation for Gas Turbines
May 2018 - Aug 2020 · 2 years 3 months

<p>Conceptualized problems integrating mechanics with ML and data driven techniques<br>
Led the works in microstructure modeling with statistical functions<br>
Worked on image processing<br>
Worked on 3D-reconstruction<br>
Worked on artificial microstructure generation<br>
Successfully developed a high performance algorithm for generating statistically equivalent few lamellar microstructure<br>
Extended filter-functionalities in DREAM.3D-Software with C++11/14/17</p>

Research Associate (PhD research)

Otto-von-Guericke University Magdeburg
Sep 2013 - Apr 2018 · 4 years 7 months

<p>Modeling, simulation, validation und prediction of aero-engine related materials behavior at very high temperature with Abaqus, Python, FORTRAN etc.<br>
Produced 7 conference contributions<br>
Published 5 scientific articles in peer-reviewed international journals<br>
Received 45 citations combined (RG+GS)</p>

Research assistant

Siemens AG, Berlin
Sep 2011 - Aug 2013 · 1 year 11 months

<p>Developed a communicator between Modelica und SimulationX with FORTRAN</p>

Project coordinator

Nokia-Siemens Network Bangladesh Ltd.
Jul 2005 - Aug 2010 · 5 years 1 month

<p>Certified as one of the best performers of the technical team</p>

Master thesis

Areva Nuclear Power GmbH

<p>Developed an algorithm for 3D-inverse thermal problems that reduced error from 30% to below 5% for thermal fatigue assessment<br>
Implemented an object oriented SW tool, written in C++03</p>

Research assistant

Fraunhofer EZRT, Fürth

<p>Restructured a module with new class-design in 'Scorpius XLAB' for industrial CT, written in C++)</p>

Research assistant

FAPS, University of Erlangen

<p>Developed a 'PATHPLANNER-Module' for an industrial AGV with Python</p>

Skills

Python SQL Database Amazon Web Services Artificial Intelligence Cloud Development Machine Learning Algorithms Software Architecture C and C++ Programming (C/C++) Deep Learning C++ DREAM3D Neper TensorFlow Keras Pandas SQL Dask AWS IBM Cloud GCP NumPy SciPy Matplotlib Seaborn Fortran MATLAB Scikit-learn PySpark Linux Bash Software Design NoSQL MySQL OpenCV scikit-image OpenMP MPI Code Optimization Anaconda Visual Studio Git GitLab Confluence Jira Ansys Abaqus FEAP PyTorch Flask CI/CD TDD BDD Docker Kubernetes OpenShift Hadoop Hive
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