Full Curriculum Vitae

Machine Learing Reply

3 years 1 month

• • Led the development of a scalable automated data pipeline for the customer's Azure-based data warehouse.
• • Designed and implemented modern Azure infrastructure to support analytics workloads.
• • Developed reusable Python tools to process and manage data across Azure Storage solutions.
• • Collaborated closely with the customer to deliver technical solutions tailored to their needs.

b.telligent

1 year 2 months

• • Optimized customer engagement by implementing successful data-driven predictive models.
• • Designed an internal machine learning framework to accelerate deployment and monitoring processes.
• • Handled over 150 analytical data applications for client projects.
• • Advised customers on technical and business decisions related to advanced analytics.

Freie Universität Berlin

3 years 3 months

• • Generated data models, performed statistical analysis, and helped produce reports outlining results.
• • Performed feature selection and dimension reduction on high-dimension data sets.
• • Gathered, arranged, and corrected research data to create representative graphs and charts highlighting results for presentations.
• • Developed preprocessing pipelines and tuned hyperparameters for better model performance.

Freie Universität Berlin

5 months

• • Revised, modularized, and updated old code bases to modern development standards, reducing operating costs and improving functionality.
• • Used critical thinking skills and decisive judgment and worked with minimal supervision.

Freie Universität Berlin

3 years 8 months

• • Took photos of experimental setups and post-produced them.
• • Made videos of experiments and post-produced them.
• • Recreated supplemental materials for student experiments.

Self-Employment

6 years

• • Managed points of sale.
• • Organized (inter-) national events.
• • Advertised and sold tickets for events.
• • Entertained guests on events.

Freie Universität Berlin

Focused on advanced topics in physics, developing a strong foundation in theoretical and experimental techniques.

Freie Universität Berlin

Gained comprehensive knowledge of fundamental physics, with an emphasis on problem-solving and analytical skills.

Hannah-Arendt-Oberschule

Completed secondary education with a focus on biology and political science, fostering an interdisciplinary perspective alongside natural sciences.

Universitat Politècnica de Catalunya, Barcelona, Spain

4 months

Conducted research as part of PhD studies aimed at using algorithms to better represent molecular features for improved transition models in proteins and RNA. This 3-month project focused on the application of neural networks and pattern recognition for biomedical signal processing.

Universitat Politècnica de Catalunya, Barcelona, Spain

2 months

Undertook research as part of PhD studies focused on developing algorithms to improve molecular feature representation, particularly for RNA and protein transition models. This short-term stay emphasized feature reduction and state transition analysis in small biomolecules.

Freie Universität Berlin

4 years 1 month

• • Developed, organized, and executed group seminars.
• • Guided students personally.
• • Recruited new mentees and mentors.

Software Developer

5 months

Developed and maintained a proprietary Python framework designed internally to streamline and standardize machine learning model deployments across environments for business-critical applications at enterprise scale.

Technical Lead

9 months

Led the technical development of a cloud-native platform enabling AI developers to seamlessly deploy and orchestrate intelligent agents focused on enhancing developer workflows, including automated code review, technical debt identification, and development process optimization.

Cloud Developer

2 years 1 month

Led the development of an automated data pipeline to support customer's Azure Data Warehousing needs, reducing manual ETL efforts by 80%.

Software Developer

5 months

Developed a professional-grade tool for parsing and extracting insightful features from Heroes of the Storm replay files. The tool was tailored for professional use and created in collaboration with an e-sports league to support analytics and strategic decision-making.

Software Developer

2 years 3 months

Feature-engineering tool for biomolecular simulations, accelerating analysis of multi-TB datasets. Built as a focused Python 3 successor to NucleoSim.

Software Developer

4 years 1 month

Python 2.7 feature-engineering and plotting tool for biomolecular simulations. Grew in scope during master's research, eventually leading to a focused rewrite (YetI).