1. Structured Foundations
I start with clean architecture: layered data pipelines, controlled transformations, and explicit modeling decisions.
Architecture Modeling Validation
About
I help teams turn complex data into reliable KPIs and decision-ready reporting.
My approach combines strong SQL engineering, structured data modeling, KPI design, and reproducible analytical workflows.
I focus on building technically sound foundations: clean schemas, validated transformations, and scalable queries, before exposing insights through clear reporting layers.
How I Work
Foundations first. Business impact second.
2. Analytical Precision
KPIs are engineered, not improvised. Window functions, segmentation logic, and time-series analysis are designed for reliability.
SQL Window Functions KPI Engineering
3. Decision-Ready Outputs
Dashboards and reporting layers are built on validated data models to ensure consistency and scalability.
Power BI Reporting Clarity
Projects
View the full portfolio on GitHub →Selected Analytics Projects
Data warehousing, KPI design, dashboards and structured reporting focused on clarity and decision support.
Advanced Analytics Projects
Analytical work in computer vision and structured experimentation.
Skills / Services
Available to collaborate →Core skills built through practical projects, with a focus on clarity, reliability and decision support.
Decision Support (Core)
Analytics, KPI engineering, BI dashboards and data reliability.
Data analysis
Exploration, cleaning, KPI definitions, ad-hoc analysis and actionable summaries.
PythonSQLEDA
Dashboards & reporting
Decision-friendly dashboards with clear KPI storytelling and formatting.
Power BIDAXKPI
Data preparation / quality
Structuring, checks, consistency, light automation and clean exports.
ETLData cleaningPipelines
Reporting & documentation
Decision-friendly dashboards with clear KPI storytelling and formatting.
DocumentationSlidesMethod
Advanced Analytics
Machine learning and computer vision experiments.
Machine learning
Model experimentation, evaluation and structured iteration processes.
scikit-learnPyTorchMetrics
Computer vision
Computer vision workflows: preprocessing, segmentation and structured comparisons.
SegmentationNumPyTorch
Collaborations & Short-Term Projects
Open to short-term collaborations focused on analytics, visualization and data reliability.
Exploratory analysis & diagnosis
Rapid understanding of existing datasets and identification of inconsistencies or improvement areas.
Dashboards & KPIs
Clear dashboards (Excel / Power BI) designed for readability and decision support.
Light automation & optimization
Simplification of repetitive tasks and data process improvements when relevant.
Contact
Interested in discussions around data projects, analysis and practical data applications, I am open to conversations and collaborations.