Helal Chowdhury

Helal Chowdhury

Senior Data Scientist
Germany
German, English

نبذة عني

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 …

الخبرة

Senior Data Scientist

Hero Tech Center Germany GmbH, Rosenheim
Jul 2022 - حتى الآن · 4 سنوات

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
Saved 60K+ Euro per year licensing-cost
Leading the strategic roadmap of digitalization, agile culture and mindset, advanced mobility, BMS-EDGE-Cloud and computing model software-defined vehicle for two wheelers

Senior Data Scientist

Hero Tech Center Germany
Jul 2022 - حتى الآن · 4 سنوات

- 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 سنة 9 أشهر

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

Research Associate

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

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

Research Associate (PhD research)

Otto-von-Guericke University Magdeburg
Sep 2013 - Apr 2018 · 4 سنوات 7 أشهر

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

Research assistant

Siemens AG, Berlin
Sep 2011 - Aug 2013 · 1 سنة 11 أشهر

Developed a communicator between Modelica und SimulationX with FORTRAN

Project coordinator

Nokia-Siemens Network Bangladesh Ltd.
Jul 2005 - Aug 2010 · 5 سنوات 1 شهر

Certified as one of the best performers of the technical team

Master thesis

Areva Nuclear Power GmbH

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

Research assistant

Fraunhofer EZRT, Fürth

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

Research assistant

FAPS, University of Erlangen

Developed a 'PATHPLANNER-Module' for an industrial AGV with Python

المهارات

بايثون (لغة برمجة) قاعدة بيانات SQL خدمات ويب أمازون الذكاء الصناعي تطوير السحابة خوارزميات تعلم الآلة هندسة البرمجيات المعمارية لغة البرمجة C/C++ التعلم العميق 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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