M.Sc. Computer Science, Software Development, Reinforcement Learning
Aktualisiert am 02.02.2026
Profil
Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 01.02.2026
Verfügbar zu: 100%
davon vor Ort: 0%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters

Einsatzorte

Einsatzorte

Freiburg im Breisgau (+300km)
Deutschland
möglich

Projekte

Projekte

5 Monate
2025-09 - heute

Passenger Boarding Bridge

Data Scientist TIA Portal Structured Text (DIN EN 61131-3) C++ ...
Data Scientist
Architected a generalized PLC connectivity platform by refactoring crane-specific software, enabling expansion into the broader industrial machinery market. Selected and integrated PLC hardware by developing a PLC, which translates high-level commands into direct digital/analog output signals to control passenger boarding bridges (PBB). Engineered an efficient, configurable data pipeline using the SNAP7 C library to directly acquire PLC data, establishing a reliable communication channel independent of external hardware limitations.
TIA Portal Structured Text (DIN EN 61131-3) C++ Protobuf snap7 C
8 Monate
2025-06 - heute

Autonomous Portal Crane

Data Scientist C++ Profobuf Ansible ...
Data Scientist
  • Streamlined hardware provisioning by refactoring our ansible process, reducing setup time and complexity
  • Upgraded system firmware to a newer LTS version and resolved critical dependency issues
  • Conducted comprehensive QA Testing
  • Extended our data architecture, e.g. for more accurate sway angle calculation
C++ Profobuf Ansible CMake
6 Monate
2025-01 - 2025-06

Remote crane control

Data Scientist Embedded C C++ GSD ...
Data Scientist
Developed safety-critical embedded IoT firmware for a remote, certified emergency-stop (E-Stop) system, enhancing its logging and monitoring capabilities. Streamlined integration with crane PLCs by designing and documenting a general-purpose communication interface for PLC developers.
Embedded C C++ GSD TIA Portal
2 Jahre 2 Monate
2022-10 - 2024-11

Machine Learning Lab

Research Assistant Python PyTorch NumPy ...
Research Assistant
  • Developed and maintained an open-source Framework for Neural Architecture Search (NAS)
  • Conduct research on Offline Reinforcement Learning for Dynamic Algorithm Configuration (DAC)
  • Increased training performance of Multi-Fidelity
  • Hyperparameter Optimisation (MF-HPO) methods by implementing a continuation approach
Python PyTorch NumPy Git (offline) Reinforcement Learning AutoML (MF-HPO) SLURM & MOAB Workload Manager
3 Jahre 1 Monat
2018-09 - 2021-09

Vocational Training Student

Vocational Training Student Python OPC-UA Node-Red ...
Vocational Training Student
Performed firmware verification and integration testing for Programmable Logic Controllers (PLCs). Designed and developed a prototype telemetry interface to connect IoT devices with the company's cloud platform.
Python OPC-UA Node-Red Structured Text (DIN EN 61131-3)

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre
2021-10 - 2024-09

M.Sc. Computer Science

M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg

Specialization in Artificial Intelligence
Master Thesis: [auf Anfrage]

3 Jahre 1 Monat
2018-09 - 2021-09

B.Sc. Computer Science

B.Sc., DHBW Karlsruhe
B.Sc.
DHBW Karlsruhe

Einsatzorte

Einsatzorte

Freiburg im Breisgau (+300km)
Deutschland
möglich

Projekte

Projekte

5 Monate
2025-09 - heute

Passenger Boarding Bridge

Data Scientist TIA Portal Structured Text (DIN EN 61131-3) C++ ...
Data Scientist
Architected a generalized PLC connectivity platform by refactoring crane-specific software, enabling expansion into the broader industrial machinery market. Selected and integrated PLC hardware by developing a PLC, which translates high-level commands into direct digital/analog output signals to control passenger boarding bridges (PBB). Engineered an efficient, configurable data pipeline using the SNAP7 C library to directly acquire PLC data, establishing a reliable communication channel independent of external hardware limitations.
TIA Portal Structured Text (DIN EN 61131-3) C++ Protobuf snap7 C
8 Monate
2025-06 - heute

Autonomous Portal Crane

Data Scientist C++ Profobuf Ansible ...
Data Scientist
  • Streamlined hardware provisioning by refactoring our ansible process, reducing setup time and complexity
  • Upgraded system firmware to a newer LTS version and resolved critical dependency issues
  • Conducted comprehensive QA Testing
  • Extended our data architecture, e.g. for more accurate sway angle calculation
C++ Profobuf Ansible CMake
6 Monate
2025-01 - 2025-06

Remote crane control

Data Scientist Embedded C C++ GSD ...
Data Scientist
Developed safety-critical embedded IoT firmware for a remote, certified emergency-stop (E-Stop) system, enhancing its logging and monitoring capabilities. Streamlined integration with crane PLCs by designing and documenting a general-purpose communication interface for PLC developers.
Embedded C C++ GSD TIA Portal
2 Jahre 2 Monate
2022-10 - 2024-11

Machine Learning Lab

Research Assistant Python PyTorch NumPy ...
Research Assistant
  • Developed and maintained an open-source Framework for Neural Architecture Search (NAS)
  • Conduct research on Offline Reinforcement Learning for Dynamic Algorithm Configuration (DAC)
  • Increased training performance of Multi-Fidelity
  • Hyperparameter Optimisation (MF-HPO) methods by implementing a continuation approach
Python PyTorch NumPy Git (offline) Reinforcement Learning AutoML (MF-HPO) SLURM & MOAB Workload Manager
3 Jahre 1 Monat
2018-09 - 2021-09

Vocational Training Student

Vocational Training Student Python OPC-UA Node-Red ...
Vocational Training Student
Performed firmware verification and integration testing for Programmable Logic Controllers (PLCs). Designed and developed a prototype telemetry interface to connect IoT devices with the company's cloud platform.
Python OPC-UA Node-Red Structured Text (DIN EN 61131-3)

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre
2021-10 - 2024-09

M.Sc. Computer Science

M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg

Specialization in Artificial Intelligence
Master Thesis: [auf Anfrage]

3 Jahre 1 Monat
2018-09 - 2021-09

B.Sc. Computer Science

B.Sc., DHBW Karlsruhe
B.Sc.
DHBW Karlsruhe

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