Hrithik Barua
AI-focused Technology Professional
Munich, DE.About
AI-focused technology professional with a Master's background in Physics and extensive experience in applied machine learning, data processing, and workflow automation. Proven ability to translate complex technical systems into practical, user-friendly tools, as demonstrated by developing end-to-end AI pipelines for medical image synthesis and optimizing operational workflows. Eager to leverage expertise in enterprise AI adoption, collaboration technologies, and process optimization to drive impactful solutions.
Work
Chair of Biomedical Physics, Technical University of Munich (TUM)
|Master's Thesis Researcher
Munich, Bavaria, Germany
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Summary
Led the research and development of an end-to-end AI pipeline for synthesizing artificial medical X-ray CT images, focusing on data generation, anonymization, and user-friendly tool development.
Highlights
Designed and implemented an end-to-end AI pipeline for synthetic medical X-ray CT image generation and anonymization, enhancing data availability for research while ensuring privacy.
Translated complex generative adversarial network (GAN) models into intuitive, user-friendly tools, which were validated by domain specialists for practical clinical and research application.
Automated critical preprocessing and validation processes, significantly reducing manual effort and improving the quality and consistency of synthetic data outputs.
Engineered robust privacy-preserving data handling mechanisms utilizing advanced AI-based transformations, ensuring compliance with data protection regulations.
Developed comprehensive technical documentation and conducted training sessions for non-technical users, facilitating seamless adoption and understanding of the developed AI systems.
Munich, Bavaria, Germany
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Summary
Contributed to the development and optimization of AI-assisted data processing workflows, enhancing system reproducibility and documentation within a Linux server environment.
Highlights
Developed and optimized AI-assisted data processing workflows within a Linux server environment, enhancing computational efficiency and resource utilization.
Engineered improvements in reproducibility and documentation for complex computational processes, ensuring maintainability and facilitating seamless team collaboration.
Managed and maintained structured development workflows utilizing version control systems (e.g., Git), streamlining code integration and project integrity.
Collaborated with researchers to translate intricate machine learning models into practical tools, bridging the gap between advanced AI concepts and domain-specific applications.
Lime DE
|Working Student (Office Support)
Munich, Bavaria, Germany
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Summary
Optimized operational efficiency and data integrity by maintaining databases, automating tasks, and streamlining reporting processes, significantly reducing manual workload.
Highlights
Managed and optimized operational databases, significantly enhancing data reliability and integrity for critical business functions.
Automated recurring operational tasks through scripting, resulting in reduced manual workload and improved process efficiency across departments.
Streamlined internal reporting mechanisms and workflow organization, contributing to more efficient data dissemination and improved team productivity.
Implemented process optimization strategies that significantly reduced manual workload across various operational functions.
Education
Skills
Programming & Automation
Python, Scripting, Java (Basic), C++ (Basic), Workflow Automation, Shell Scripting.
AI & Machine Learning
Applied Machine Learning, Data Transformation, Model Evaluation, Generative AI, PyTorch, AI-Assisted Productivity Tools, Large Language Models.
Data Management & Processing
Data Processing, Data Reliability, Operational Databases, Data Anonymization, Data Generation.
Systems & Tools
Git, Linux, APIs, Debugging, Documentation, Version Control, Microsoft 365 (Teams, SharePoint, OneDrive).
Process Optimization & Communication
Process Optimization, Workflow Organization, Technical Communication, Reproducible Workflows, Internal Reporting, Stakeholder Management.
Languages
Bengali
English
German
Hindi
Awards
Accomplished Competitor
Awarded By
uphysicsc.com
Recognized for competitive performance in physics, demonstrating strong analytical and problem-solving abilities.
Volunteer
Shahjalal University of Science & Technology
|Station Manager - Bangladesh Physics Olympiad 2019
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Summary
Managed logistical operations and participant coordination for the Bangladesh Physics Olympiad 2019, ensuring smooth event execution.
Highlights
Coordinated logistics for the Bangladesh Physics Olympiad 2019, ensuring the efficient operation of multiple competition stations.
Managed participant flow and resource allocation for a national-level academic competition, contributing to a successful event.
Collaborated with the organizing committee to resolve on-site issues, maintaining a smooth and fair competition environment.