SUMMARY
ML / Backend Engineer with experience building production ML pipelines, institutional backtesting systems and secure offline AI tools. Strong discipline from aerospace engineering applied to system design, testing and CI/CD.
EXPERIENCE
Jan 2024 — Present
JUNIOR PROCESS ENGINEER
Airbus Defence and Space
Warsaw, Poland
- —Led cross-team process optimization; automated documentation flow and reduced assembly time by 30% (~€50K/yr) via standardized procedures and scripts
- —Created standardized technical documentation ensuring compliance across production workflows
- —Applied rigorous aerospace engineering discipline to software development and system design
Sep 2023 — Jan 2024
PROCESS ENGINEERING INTERN
Airbus Defence and Space
Warsaw, Poland
- —Assisted in documentation optimization and cross-functional collaboration
EDUCATION
Oct 2024 — Aug 2026
MSC PROJECT AND PROCESS MANAGEMENT
Collegium Civitas
Warsaw
Jan 2024 — Jun 2024
42 SCHOOL WARSAW
Peer-to-Peer Coding Program
Warsaw
- —Intensive C programming, algorithms, Unix systems while working full-time and pursuing Master's
Oct 2018 — Feb 2022
BENG MECHANICAL ENGINEERING
Silesian University of Technology
Gliwice
- —GPA: 4.17 / 5.00
SKILLS
LANGUAGES
Python (Expert)JavaScript/TypeScriptSQLC
ML / AI
TensorFlowPyTorchscikit-learnXGBoostLightGBMCatBoostMulti-agent LLMRAG
QUANTITATIVE FINANCE
Institutional BacktestingCPCV/DSR/PBOVectorBTFinancial MLAlgorithmic Trading
DATA SCIENCE
NumPyPandasSciPyStatistical AnalysisTableauR
BACKEND / DEVOPS
FastAPIasynciomultiprocessingPostgreSQLDockerCI/CDpytestGit
OPTIMIZATION
OptunaGenetic AlgorithmsBayesian OptimizationSobol SamplingHPC (Google Cloud)
CERTIFICATIONS
Project ManagementGoogle
2025Data AnalyticsGoogle
2025Python Data StructuresUniv. of Michigan
2024Python for EverybodyUniv. of Michigan
2024Orbital MechanicsUdemy
Spacecraft EngineeringUdemy
FEM AnalysisCoursera
Certified User: InventorAutodesk