SYS.STATUS · ONLINE

I transform small, seemingly insignificant pieces of data into structured, decision-making-ready analyses.

I work in data analysis, machine learning, optimization and operations. I enjoy taking scattered or complex data and making it understandable; transforming complexity into a structure that supports clearer decisions. My interdisciplinary background allows me to approach problems from different perspectives.

Capability map

Analytical scope · work domains

01Data analytics
Python
Pandas
SQL
Data Visualization
Statistical Analysis
02Systems & operations
Process Mapping
Optimization
Multi-criteria Decision Making
Operational Analysis
Decision Support Thinking
03Machine learning
Scikit-learn
PyTorch
Model Evaluation
Basic Deep Learning
Supervised Learning

Learning timeline

When I learned each tech and tool

2021
PythonBasic
2022
AutoCADIntermediate
JavaBasic
2023
C#Intermediate
Operational AnalysisIntermediate
OptimizationBasic
PythonIntermediate
SQLBasic
2024
Decision Support ThinkingIntermediate
JavaScriptBasic
Model EvaluationIntermediate
Multi-criteria Decision MakingAdvanced
Process MappingIntermediate
Scikit-learnIntermediate
FigmaBasic
2025
AltiumIntermediate
Basic Deep LearningIntermediate
Data VisualizationAdvanced
EasyEDAIntermediate
PandasAdvanced
Power BIIntermediate
PyTorchIntermediate
SAPIntermediate
Statistical AnalysisAdvanced
SQLIntermediate
ExcelAdvanced
2026
JavaScriptIntermediate
Supervised LearningIntermediate
PythonAdvanced
Auth SystemsBasic
React NativeIntermediate
FigmaIntermediate