Work Experience

AI and Data Consultant (March 2025 - Present)

Allianz Services, Munich, Germany

• Developing a GenAI-powered applications for Allianz Consulting using Azure.

Generative AI Engineer - CTO Office (September 2024 - February 2025)

Allianz Technology, Munich, Germany

• Contributed to the building GenAI applications, LLM and RAG systems.
• Researching and developing AI agent framework, aiming for task automation.
• Supporting projects and organizing company-wide events like AI-Run.

Data Scientist (December 2023 - June 2024)

German Aerospace Center (Deutsches Zentrum fur Luft und Raumfahrt e.V.), Stuttgart, Germany

• Constructed an open dataset from large mobility data, ensuring data compliance.
• Enhanced the open-source tool Vencopy, implementing data pipeline, resulting in NLP data generation efficiency.
• Implemented a decoder-only Transformer using 20-year dataset in the Tensorflow framework.
• Integrated MLflow for tracking experiments, logging metrics, and managing models, reducing model management time by 20%.

Software and DevOps Engineer (January 2023 - March 2024)

Otto von Guericke University, Magdeburg, Germany

• Integral member - Bildungsraum Digital (BIRD) project by Federal Ministry of Education and Research (BMBF).
• Developed and optimized ABAP programs and interfaces to enhance SAP functionality and business requirement, following Agile development practices.
• Created OData services facilitating seamless data exchange between SAP system and external application.
• Designed and delivered responsive web application using SAP UI5 framework, enhancing user experience.
• Utilized Docker to containerize environments, ensuring consistency across development, testing, and deployment.

Graduate Teaching Assistant | Data Mining (April 2023 - July 2023)

Otto von Guericke University, Magdeburg, Germany

• Assisted Prof. Myra Spiliopoulou (KMD dept.) in teaching the course on Data Mining to graduate students.
• Created engaging exercises, problem sets, and supplementary materials to boost student comprehension.
• Conducted exercise classes for Masters student teaching them different Machine Learning algorithms.
• Contributed to refining the curriculum to align with industry trends, ensuring a pertinent learning experience.

Data Scientist | Systems Engineer (Aug 2019 - March 2022)

Deloitte US India Consulting Pvt. Ltd., Mumbai, India

• Built predictive models with Python and Scikit-learn, boosting accuracy by 20%.
• Collaborated with cross-functional teams to streamline feature engineering, reducing ML model training time by 30%.
• Deployed machine learning models into production environments and established monitoring systems that ensured 99% model uptime.
• Created interactive dashboards using Power BI for visualizing model performance and predictions, improving data accessibility and decision-making speed.