1. Structured Foundations
I start with clean architecture: layered data pipelines, controlled transformations, and explicit modeling decisions.
Architecture Modeling Validation
About
I help organizations structure data and analytics workflows to deliver clear, reliable and actionable decision support.
My approach combines robust SQL engineering, structured data modeling, KPI design and reproducible analytical workflows to ensure consistency and decision reliability.
I focus on building technically sound foundations, clean schemas, validated transformations, scalable queries, before exposing insights through clear reporting layers.
I typically step in when data becomes fragmented, unclear, or underutilized, and structure it into measurable decision frameworks.
How I Work
Technical rigor first. Reliable decisions second.
From architecture to reporting layers, every step is designed to support consistent and explainable decisions.
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 GitHubSelected 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.
Expertise and Collaboration
Available to collaborateCore skills built through practical projects, with a focus on clarity, reliability and decision support. Available for short-term analytical missions, structured data projects, and KPI framework implementation.
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.
Lets discuss your project
If you are looking to structure, audit, or strengthen your analytics foundations, feel free to reach out.