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
FIG.01 — CAPABILITY MAP
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
FIG.02 — LEARNING TIMELINE
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
GitHub activity
Contribution graph · last 12 months
FIG.03 — GITHUB
195 contributions in the last year
April
May
June
July
August
September
October
November
December
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Latest projects
Full registry →Mar 19, 2026·order-tracking-system
Order & Operational Tracking System
Operational tracking for orders and routes with role-based assignment.
- React Native
- Supabase
- Firebase
View case →
Dec 17, 2025·banbury-fault-detection
Banbury Fault Detection & Model Comparison
Fault vs normal classification on production sensor data with model selection.
- Python
- Scikit-learn
- Pandas
View case →
Feb 1, 2025·route-optimizer
Personality-Based Place Recommendation & Routing System
Recommendation and routing experiment from personality and place-preference data.
- Python
- Scikit-learn
- Pandas
View case →