Ich entwickle KI-Produkte end-to-end: von UX/UI & Frontend bis API/Backend und Deployment ? mit Fokus auf Industrie- und Enterprise-Anwendungen.
Aktualisiert am 07.01.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 07.01.2026
Verfügbar zu: 100%
davon vor Ort: 100%
AI
Python
Fullstack
Fullstack Development
Product Engineering (End-to-End Delivery)
UX/UI Design Thinking
Frontend Development (React)
Backend Development
API Design
Machine Learning
LLM Integration & Orchestration
RAG (Retrieval-Augmented Generation)
AI Agents
Orchestration
Multi-Agent Systems
Neo4j
Redis
Supabase
Security-by-Design
Deployment & Scalability
German
native
English
fluent

Einsatzorte

Einsatzorte

Berlin (+500km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 9 Monate
2024-04 - 2025-12

AI based Knowledge Management System

CO-FOUNDER, CXO LangGraph MCP Human-In-The-Loop ...
CO-FOUNDER, CXO
The Company develops and operates a next generation AI based Knowledge Management System, tailored for SMEs
  • Business Modelling, Pitch Decks 
  • AI/ML - semantic search, RAG, agentic systems
  • Working with: LangGraph, MCP, Human-In-The-Loop, Multi Agent Orchestration, Chatbots, Consent Management (AI Agents)
  • Database integration including Neo4j, Supabase, Redis
  • API development - Python, FastAPI, microservices
  • UX/UI (Figma) and frontend implementation, React & Next.js, MUI
  • Security mechanisms: authentication (Clerk & Supabase), JWT handling, user/tenant isolation
LangGraph MCP Human-In-The-Loop Multi Agent Orchestration Chatbots Consent Management Neo4j Supabase Redis Python FastAPI microservices React & Next.js MUI
on request
4 Jahre 3 Monate
2020-01 - 2024-03

Project acquisition and grant applications

  • Project acquisition and grant applications (third-party funding)
  • Project controlling (budget tracking, forecasting, reporting)
  • Organizing and administering third-party funding (disbursements, documentation, deadlines)
  • Project and resource planning
  • Team lead (20+ employees

University of Applied Sciences Wildau
7 Jahre
2017-04 - 2024-03

Research Group IC3 - Smart Production

RESEARCHER / ENGINEER
RESEARCHER / ENGINEER

  • Prototype development - various projects in Machine Learning, AI, Robotics and beyond
  • Software Engineering: Python, React, Nextjs, CI/CD, Git, etc.
  • Specialization in Predictive Maintenance Applications
  • Computer Vision combined with robotics and related areas
  • Consulting SMEs in digitization

University of Applied Sciences Wildau
10 Monate
2016-03 - 2016-12

Internship

AUTOMATION ENGINEER C# ASP.NET PLC ...
AUTOMATION ENGINEER
  • Software Development (Developing customized software for industrial processes), C#, ASP.NET
  • Maintenance and Servicing of process control systems (PLC, SCADA)
C# ASP.NET PLC SCADA
BWG Automation - Brisbane (Australia)

Aus- und Weiterbildung

Aus- und Weiterbildung

2019 - 2021

INDUSTRIAL ENGINEERING

DOCTOR (PHD)

University of Rome - Tor Vergata


Key Focus:

Thesis on request


2014 - 2016

MECHANICAL ENGINEERING

MASTER OF ENGINEERING (M. ENG.)

University of Applied Sciences Wildau


2014

ERASMUS SEMESTER

Windesheim University (Zwolle - Netherlands


2011 - 2014

MECHANICAL ENGINEERING

BACHELOR OF ENGINEERING (B.ENG.)

University of Applied Sciences Wildau

Kompetenzen

Kompetenzen

Top-Skills

AI Python Fullstack Fullstack Development Product Engineering (End-to-End Delivery) UX/UI Design Thinking Frontend Development (React) Backend Development API Design Machine Learning LLM Integration & Orchestration RAG (Retrieval-Augmented Generation) AI Agents Orchestration Multi-Agent Systems Neo4j Redis Supabase Security-by-Design Deployment & Scalability

Produkte / Standards / Erfahrungen / Methoden

Skills

  • Team Lead
  • AI/ Machine Learning Fullstack
  • Product Development Passionate Problem Solver


Work Experience

2025 - 2025


Tasks:

  • Unveiling automation potential through a better understanding of ideal cycle time
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung 


2023 - 2023

Customer: TH-Wildau


Tasks:

FrostByte Dataset Opus


2023 - 2023


Tasks:

  • Automatisierte Erkennung von Messarealen bei robotergestützten In Vivo Messungen
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung 


2022 - 2022


Tasks:

A Data-Driven Approach Towards the Application of Reinforcement Learning Based HVAC Control


2022 - 2022

Customer: TH Wildau Engineering and Natural Sciences Proceedings


Tasks:

Review of Condition Based Maintenance approaches for vapor compression refrigeration systems


2021 - 2021


Tasks:

Data-driven fault diagnosis for heterogeneous chillers using domain adaptation techniques Control Engineering Practice


2021 - 2021


Tasks:

  • A Comparative Study of Data- Driven Anomaly Detection Approaches for Industrial Chillers 2nd 
  • German-West African Conference (on request


2021 - 2021


Tasks:

  • Positive-Unlabelled Learning based Novelty Detection for Industrial Chillers
  • 2nd German-West African Conference (on request)


2021 - 2021

Customer: Vergata University


Tasks:

PHD Thesis on request


2021 - 2021

Customer: TH Wildau Engineering and Natural Sciences Proceedings


Tasks:

Concept Towards Segmenting Arm Areas for Robot-Based Dermatological In Vivo Measurements


2020 - 2020

Customer: ATP Magazine


Tasks:

Robotergestützte dermatologische In-vivo- Messungen:

  • Einbindung von kollaborierender Robotik zur automatisierten Messreihendurchführung 


2020 - 2020


Tasks:

  • Projekt iCobot -3D- Bildverarbeitungsystem zur dynamischen Steuerung eines kollaborierenden Roboters bei in-vivo-Messungen
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung


2020 - 2020

Customer: INDUSTRY 4.0


Tasks:

  • Numerical Simulation Of Condensing Ammonia In Plate Heat Exchangers Using CFD
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung


2019 - 2019


Tasks:

  • A data-driven fault diagnosis approach towards oil retention in vapour compression refrigeration systems 
  • IEEE Conference and Workshop (on request


2019 - 2019


Tasks:

  • Smart Process Communication for Small and Medium-Sized Enterprises
  • Book: on request

Einsatzorte

Einsatzorte

Berlin (+500km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 9 Monate
2024-04 - 2025-12

AI based Knowledge Management System

CO-FOUNDER, CXO LangGraph MCP Human-In-The-Loop ...
CO-FOUNDER, CXO
The Company develops and operates a next generation AI based Knowledge Management System, tailored for SMEs
  • Business Modelling, Pitch Decks 
  • AI/ML - semantic search, RAG, agentic systems
  • Working with: LangGraph, MCP, Human-In-The-Loop, Multi Agent Orchestration, Chatbots, Consent Management (AI Agents)
  • Database integration including Neo4j, Supabase, Redis
  • API development - Python, FastAPI, microservices
  • UX/UI (Figma) and frontend implementation, React & Next.js, MUI
  • Security mechanisms: authentication (Clerk & Supabase), JWT handling, user/tenant isolation
LangGraph MCP Human-In-The-Loop Multi Agent Orchestration Chatbots Consent Management Neo4j Supabase Redis Python FastAPI microservices React & Next.js MUI
on request
4 Jahre 3 Monate
2020-01 - 2024-03

Project acquisition and grant applications

  • Project acquisition and grant applications (third-party funding)
  • Project controlling (budget tracking, forecasting, reporting)
  • Organizing and administering third-party funding (disbursements, documentation, deadlines)
  • Project and resource planning
  • Team lead (20+ employees

University of Applied Sciences Wildau
7 Jahre
2017-04 - 2024-03

Research Group IC3 - Smart Production

RESEARCHER / ENGINEER
RESEARCHER / ENGINEER

  • Prototype development - various projects in Machine Learning, AI, Robotics and beyond
  • Software Engineering: Python, React, Nextjs, CI/CD, Git, etc.
  • Specialization in Predictive Maintenance Applications
  • Computer Vision combined with robotics and related areas
  • Consulting SMEs in digitization

University of Applied Sciences Wildau
10 Monate
2016-03 - 2016-12

Internship

AUTOMATION ENGINEER C# ASP.NET PLC ...
AUTOMATION ENGINEER
  • Software Development (Developing customized software for industrial processes), C#, ASP.NET
  • Maintenance and Servicing of process control systems (PLC, SCADA)
C# ASP.NET PLC SCADA
BWG Automation - Brisbane (Australia)

Aus- und Weiterbildung

Aus- und Weiterbildung

2019 - 2021

INDUSTRIAL ENGINEERING

DOCTOR (PHD)

University of Rome - Tor Vergata


Key Focus:

Thesis on request


2014 - 2016

MECHANICAL ENGINEERING

MASTER OF ENGINEERING (M. ENG.)

University of Applied Sciences Wildau


2014

ERASMUS SEMESTER

Windesheim University (Zwolle - Netherlands


2011 - 2014

MECHANICAL ENGINEERING

BACHELOR OF ENGINEERING (B.ENG.)

University of Applied Sciences Wildau

Kompetenzen

Kompetenzen

Top-Skills

AI Python Fullstack Fullstack Development Product Engineering (End-to-End Delivery) UX/UI Design Thinking Frontend Development (React) Backend Development API Design Machine Learning LLM Integration & Orchestration RAG (Retrieval-Augmented Generation) AI Agents Orchestration Multi-Agent Systems Neo4j Redis Supabase Security-by-Design Deployment & Scalability

Produkte / Standards / Erfahrungen / Methoden

Skills

  • Team Lead
  • AI/ Machine Learning Fullstack
  • Product Development Passionate Problem Solver


Work Experience

2025 - 2025


Tasks:

  • Unveiling automation potential through a better understanding of ideal cycle time
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung 


2023 - 2023

Customer: TH-Wildau


Tasks:

FrostByte Dataset Opus


2023 - 2023


Tasks:

  • Automatisierte Erkennung von Messarealen bei robotergestützten In Vivo Messungen
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung 


2022 - 2022


Tasks:

A Data-Driven Approach Towards the Application of Reinforcement Learning Based HVAC Control


2022 - 2022

Customer: TH Wildau Engineering and Natural Sciences Proceedings


Tasks:

Review of Condition Based Maintenance approaches for vapor compression refrigeration systems


2021 - 2021


Tasks:

Data-driven fault diagnosis for heterogeneous chillers using domain adaptation techniques Control Engineering Practice


2021 - 2021


Tasks:

  • A Comparative Study of Data- Driven Anomaly Detection Approaches for Industrial Chillers 2nd 
  • German-West African Conference (on request


2021 - 2021


Tasks:

  • Positive-Unlabelled Learning based Novelty Detection for Industrial Chillers
  • 2nd German-West African Conference (on request)


2021 - 2021

Customer: Vergata University


Tasks:

PHD Thesis on request


2021 - 2021

Customer: TH Wildau Engineering and Natural Sciences Proceedings


Tasks:

Concept Towards Segmenting Arm Areas for Robot-Based Dermatological In Vivo Measurements


2020 - 2020

Customer: ATP Magazine


Tasks:

Robotergestützte dermatologische In-vivo- Messungen:

  • Einbindung von kollaborierender Robotik zur automatisierten Messreihendurchführung 


2020 - 2020


Tasks:

  • Projekt iCobot -3D- Bildverarbeitungsystem zur dynamischen Steuerung eines kollaborierenden Roboters bei in-vivo-Messungen
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung


2020 - 2020

Customer: INDUSTRY 4.0


Tasks:

  • Numerical Simulation Of Condensing Ammonia In Plate Heat Exchangers Using CFD
  • Angewandte Automatisierungstechnik in Lehre und Entwicklung


2019 - 2019


Tasks:

  • A data-driven fault diagnosis approach towards oil retention in vapour compression refrigeration systems 
  • IEEE Conference and Workshop (on request


2019 - 2019


Tasks:

  • Smart Process Communication for Small and Medium-Sized Enterprises
  • Book: on request

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