Bridging business requirements and working software.
I'm a technical professional with over five years of experience translating business needs into delivered software — working directly with clients to gather requirements, write specifications, and see projects through to production.
Alongside client delivery, I'm pursuing an M.Sc. in Artificial Intelligence at Brandenburg Technical University, focused on NLP, LLMs, and simulation-based AI — bringing that research lens into practical requirements analysis, feasibility assessment, and stakeholder communication.
Core Competencies
Business Analysis
Requirements gathering & documentation, business-to-technical translation, technical specifications, feasibility and impact analysis.
Project & Agile Delivery
Project planning, Agile/Scrum methodology, sprint planning, project documentation, timeline tracking.
Technical Foundation
Python, SQL, React, Flutter, Flask, system architecture, API integration, database design.
Tools
JIRA, Confluence, Git, REST APIs, Postman.
Experience
Full Stack Developer & Client Solutions
- Direct technical point of contact for 10+ clients — gathering requirements and translating them into technical specifications and delivered software.
- Built and delivered full-stack web and mobile applications (Flutter, React, Flask, Python), including a real-time GPS-based school transport tracking system.
- Identified risks and constraints early, communicating trade-offs and adjusting delivery plans with clients.
Technical Lead
- Support client software delivery through requirement gathering, specification, and solution design.
- Delivered a Student Exam Management System (Flutter + Laravel) and an AI-powered face-recognition photo delivery platform.
Student Assistant
- Conducted sentiment analysis on transport data to support passenger experience insights.
- Developed LLM-based summarization tools to extract findings from large text datasets.
Projects
Student Exam Management System
Gathered requirements from institutional stakeholders and delivered a full exam management platform — scheduling, grading, and reporting — managing scope and delivery end-to-end.
SnapFace
Translated client business needs into a production AI system for automated event-photo delivery using InsightFace and DBSCAN clustering, self-hosted on Raspberry Pi 5.
Master's Thesis — Multi-Scale Cross-Attention for Prompt-to-Prompt Image Editing
Researching a multi-scale cross-attention mechanism to improve prompt-to-prompt image editing fidelity in diffusion-based generative models.
BTU Buddy
Requirement-driven build of a student support assistant using local LLMs (Ollama), React, and Flask, with structured, context-aware conversations for onboarding and resource navigation.
CopyFo
Object detection system for identifying weapons or hazardous items in CCTV footage, applied within a mock forensic analysis pipeline.
Ocularity
Smartphone app estimating human eye refractive power using image calibration and neural models, built with Flutter and a Python backend.
MyMed AI
AI-assisted healthcare web application built for a client in the medical services space.
Education & Certifications
Let's talk about your project.
Open to Technical Business Analyst, Full Stack, and AI Engineering roles — as well as new client projects.