Machine Learning Reply

3 months

• • Stabilized and modernized an AI-assisted manufacturing quality-reporting application by refactoring fragile code, improving cloud infrastructure, introducing containerized deployment, and strengthening CI/CD automation across environments.
• • Worked with stakeholders to shape the architecture of enterprise AI and platform solutions, helping early-stage concepts mature into reliable production implementations.
• • Co-developed the architecture and implementation direction of an internal enterprise AI workflow platform designed for governed, repeatable customer deployment.
• • Conducts technical interviews and mentors colleagues through structured knowledge sharing across the engineering practice.

Machine Learning Reply

3 years 1 month

• • Served as technical lead on an internal AI platform initiative, leading the team in shaping its architecture and implementation direction.
• • Built and improved enterprise customer solutions across data engineering, machine learning, and cloud infrastructure, combining hands-on implementation with close client collaboration.
• • Contributed to internal engineering-quality initiatives that improved development practices and code quality across the consulting practice.
• • Supported proposal work by helping shape technical solution approaches for new client engagements.

b.telligent

1 year 2 months

• • Served as a core developer of an internal machine learning deployment framework, building key functionality and helping teams adopt, deploy, and use it effectively.
• • Operated and improved more than 150 analytical applications across on-premises and cloud environments, including their migration to Azure.
• • Built predictive models and recommendation logic to improve customer interaction strategies, including hotline prediction and tariff recommendations.

AI Application Engineer

7 months

Turned an AI-assisted reporting application from proof of concept into a stable production solution for quality assurance teams, while continuing to extend it through close stakeholder collaboration.

Software Developer

5 months

Developed and improved an internal Python framework used across departments to standardize the deployment and operation of business-critical machine learning applications.

Data Scientist

1 year 3 months

Built predictive models and recommendation logic to improve customer interaction strategies while refactoring an existing application for better maintainability and performance.

Freie Universität Berlin

Focused on statistical physics and computational methods, completing a master’s thesis on Mg2+-dependent RNA folding using molecular-dynamics simulations and Markov models.

Freie Universität Berlin

Focused on solid-state physics, completing a bachelor’s thesis on the UV-induced switching behavior of thiazole-diarylethene molecules on surfaces using photoelectron spectroscopy.