Emre Aksoy
Munich, 01.01.2026
Analytical professional with a Mathematics and Computer Science background, specializing in AI-driven decision systems for complex, high-constraint environments. Experienced in translating advanced AI, graph data science, and automation into actionable insights, scalable architectures, and strategic outcomes. Strong at structuring ambiguous problems, aligning technical and non-technical stakeholders, and delivering pragmatic solutions under real-world constraints.
Professional Experience
Founder & Developer (pre-launch)
PromptMaster
01.2026- ongoing
- Building PromptMaster, a developer tool that transforms app ideas into engineered AI prompt packs for coding agents and LLM workflows.
- Designing the MVP scope, prompt frameworks, and workflow from idea structured prompts buildplan.
Shipping demos and iterating via user feedback (early access / pre-launch). - www.prompt-master.dev
Gap Year & Projects
08.2025- 01.2026
Traveling in Europe, working on projects, taking part in sports competitions, and developing new skills.
Project Manager & AI Developer
Tregenio GmbH, Munich
05.2024 - 08.2025
- Designed and implemented AI-powered document transformation systems using OpenAI APIs, enabling scalable processing of unstructured data.
- Developed an SAP-integrated AI chatbot (RASA) to support internal decision workflows and reduce manual information retrieval.
- Automated end-to-end content generation pipelines using UiPath + LLMs, reducing operational effort and improving turnaround time.
- Acted as interface between business requirements and technical execution, translating stakeholder needs into deployable AI solutions.
Research Assistant - Nonlinear Systems & Flight Control
Munich Technical University (TUM), Institute of Flight System Dynamics
04.2023 - 11.2023
- Investigated Koopman operator theory for modeling nonlinear dynamics in flight-control-systems and demonstrated theoretical limits of finite-dimensional linear representations as system dimensionality increases.
- Strengthened expertise in mathematical modeling, system constraints, and robustness, relevant for safety-critical AI systems.
Tutor of Analysis and Linear Algebra
Munich University (LMU), Faculty of Mathematics, Informatics and Statistics
10.2022 - 02.2023
Residence Advisor & Partnership Management
EF Munich
10.2018 - 02.2020
Served as a central liaison between EF management, student housing, and students to streamline accommodation logistics and resolve issues efficiently and contributed to expanding EF’s housing network by recruiting and onboarding Host Families while ensuring compliance.
Education
Gap Year
01.2025 - 01.2026
Traveling in Europe, working on side projects, taking part in sports competitions, and developing new skills.
B.Sc. Mathematics (Major), Informatics (Minor)
Munich University (LMU)
10.2019 - 01.2025
- Thesis: Analyzing Stable and Expressive Positional Encodings for Graph Neural Networks
- Focus: graph representation learning, expressiveness vs stability trade-offs
- Final grade: Good (2)
Selected Advanced Training
Specialization Competitive Strategy and Organization Design
Munich University (LMU)
01.2026 - ongoing
PhD summer school on Deep Learning
Tinbergen Institude & Business Data Science
07.2024
Selected based on academic merit; admitted as an exception to PhD-only cohort.
Supervised Machine Learning & Advanced Learning Algorithms
Stanford University / DeepLearning.AI
10.2023 - 03.2024
Supervised Learning with scikit-learn
Datacamp
04.2024
Associate Data Analyst in SQL
Datacamp
04.2024
MLx Fundamentals
Oxford University & AI for Global Goals
05.2024
Skills
Languages
- German (C1)
- English (C1)
- Turkish (C2)
Programming
- Python (Advanced)
- Java (Advanced)
- Cypher (Advanced)
- SQL (Advanced)
- LaTeX (Advanced)
- C++ (Intermediate)
Data & Databases
- PostgreSQL
- MySQL
- Neo4j
- Notion
AI
- PyTorch (Intermediate)
- LLM Integration (OpenAI API, etc.)
- RASA
- Graph Neural Networks (GNN)
- Prompt engineering
Automation & Process
- UiPath (Advanced)
- n8n (Advanced)
- Lucidchart
- Draw.io
Other Tools
- MS Office
- Figma
- Notion
- IONOS
Mathematics
- (Complex) Analysis
- Mathematical Logic
- Numerical Mathematics
- Stochastic
- Functional Analysis
- Mathematics of Machine Learning
- Mathematical Programming
Strategy
- Competitive Strategy
- Game Theory - Simultaneous & Sequential Games
- Commitment Strategies
- Generic Strategies
- Market Attractiveness & Entry Strategies
- Horizontal & Vertical Differentiation
Hobbies
- Chess & Go
- Alpine hiking
- Photography
- Meditation & yoga
- Fitness & bouldering