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 …
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 spanning data science, engineering big data, machine learning, deep learning, cloud computing, IoT, software/system design, DevOps, and high performance computing.
الخبرة
Senior Data Scientist
<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
- 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
<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
<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)
<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
<p>Developed a communicator between Modelica und SimulationX with FORTRAN</p>
Project coordinator
<p>Certified as one of the best performers of the technical team</p>
Master thesis
<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
<p>Restructured a module with new class-design in 'Scorpius XLAB' for industrial CT, written in C++)</p>
Research assistant
<p>Developed a 'PATHPLANNER-Module' for an industrial AGV with Python</p>