Projects

Projects and case studies.

What the problems were, how I approached them, and what came out of it.

200+ Citations·9 Case Studies·5 Institutions

Featured

Technical University of Munich × SAP

AI Research / Multi-Agent Systems · 2026

Mycellium: Orchestrator-Free Multi-Agent Swarm System

Led product ownership and architecture for a novel orchestrator-free multi-agent system built in the TUM × SAP Practical Course.

Multi-Agent SystemsAgent SwarmsSystem Design

TypeScriptReactMulti-Agent ProtocolsSimulation UI

Personal Research Project

Education / EdTech · 2026

Quetzal: AI-Native Learning Platform with Knowledge Extraction

A personal project: an AI-powered learning platform built around document-grounded tutoring, adaptive assessments, and multi-model knowledge extraction.

Multi-Model AIEdTechKnowledge Extraction

Next.jsTypeScriptFastAPIPostgreSQL

Bachelor's Thesis, TUM

AI Research / Trustworthy AI · 2025

Echo: Mitigating Hallucination Potential in User Prompts

My bachelor's thesis. A shift-left approach to LLM hallucination mitigation, tackling the problem at the prompt level rather than after generation.

Hallucination MitigationTrustworthy AIMulti-Agent

ReactTypeScriptFastAPIPython

Enterprise

BCG Platinion, Energy Practice

Energy / Consulting · 2025–2026

AI-Powered Contract Intelligence for Energy

Contributed to an AI-powered document intelligence solution for the energy sector, enabling automated extraction and analysis of complex contractual documents.

Document IntelligenceNLPEnterprise AI

PythonAzure OpenAIOCRNLP

Allianz SE, AI/ML Division

Insurance / Financial Services · 2024–2025

GenAI Workflows for Insurance Operations

Developed GenAI applications to optimize information workflows and decision-making across customer communication, medical insights, and insurance evaluations.

Agentic AIInsuranceWorkflow Automation

PythonLangChainAzureCI/CD

Fraunhofer Society

Research / Public Sector · 2024

Private RAG Pipeline for Research Knowledge

Participated in building a private Retrieval-Augmented Generation pipeline using Fraunhofer's public data to improve AI response accuracy and knowledge accessibility.

RAGKnowledge ManagementSecurity

PythonLangChainVector DBHybrid Search

Project Lead, TUM Stakeholder Collaboration

Education / AI Tooling · 2025

AI-Powered Academic Recognition & Planning Assistant

Led a team of 6 to build an AI assistant that automates academic credential recognition and study planning, helping international students navigate complex equivalency processes.

NLPEducationDocument Intelligence

PythonLLMsNLPDocument Parsing

Research

Technical University of Munich × SAP

AI Research / Multi-Agent Systems · 2026

Mycellium: Orchestrator-Free Multi-Agent Swarm System

Led product ownership and architecture for a novel orchestrator-free multi-agent system built in the TUM × SAP Practical Course.

Multi-Agent SystemsAgent SwarmsSystem Design

TypeScriptReactMulti-Agent ProtocolsSimulation UI

Bachelor's Thesis, TUM

AI Research / Trustworthy AI · 2025

Echo: Mitigating Hallucination Potential in User Prompts

My bachelor's thesis. A shift-left approach to LLM hallucination mitigation, tackling the problem at the prompt level rather than after generation.

Hallucination MitigationTrustworthy AIMulti-Agent

ReactTypeScriptFastAPIPython

Fraunhofer Society

Research / Public Sector · 2024

Private RAG Pipeline for Research Knowledge

Participated in building a private Retrieval-Augmented Generation pipeline using Fraunhofer's public data to improve AI response accuracy and knowledge accessibility.

RAGKnowledge ManagementSecurity

PythonLangChainVector DBHybrid Search

Personal & Social Impact

Personal Research Project

Education / EdTech · 2026

Quetzal: AI-Native Learning Platform with Knowledge Extraction

A personal project: an AI-powered learning platform built around document-grounded tutoring, adaptive assessments, and multi-model knowledge extraction.

Multi-Model AIEdTechKnowledge Extraction

Next.jsTypeScriptFastAPIPostgreSQL

Personal Project

HR Tech / AI Tooling · 2025

Hiro: AI-Powered Career Enhancement Platform

Built a GenAI-driven full-stack application to address inefficiencies in the application process by automating the adaptation of CVs, cover letters, and interview prep to specific job contexts.

GenAIFull-StackHR Tech

ReactFastAPIPythonLLMs

Atlas Munich (Student Initiative)

Social Impact / Education · 2026

Atlas Munich: AI Contribution for Student Onboarding

Contributed to the AI-related parts of Atlas Munich, a platform helping new Moroccan students navigate their move and study journey in Germany.

Social ImpactAI ArchitectureStudent Platform

TypeScriptNext.jsAI Integration

Mycellium

Led product ownership and architecture for a novel orchestrator-free multi-agent system built in the TUM × SAP Practical Course.

Quetzal

A personal project: an AI-powered learning platform built around document-grounded tutoring, adaptive assessments, and multi-model knowledge extraction.

Echo

My bachelor's thesis. A shift-left approach to LLM hallucination mitigation, tackling the problem at the prompt level rather than after generation.