Portfolio

KATONOMETRICA

Production systems across regulated industries. Built and operated end-to-end.

Each project below is a working system deployed in production — solving infrastructure, compliance, and analytics challenges for data-intensive organizations.

Infrastructure & Production Systems

Production-grade systems deployed across regulated industries. Each project demonstrates repeatable infrastructure architecture patterns.

Data Layer
Validation Layer
Logic Engine
Delivery Interface
Observability & SLA
Regulatory Reporting Systems
75%
Reporting Time Reduction
90%
Fewer Compliance Errors
100%
Audit Lineage on Every Run
Financial Services

Capital Allocation & Regulatory Reporting

Compliance-Ready Investment Analysis Infrastructure

Production reporting system for regulatory compliance and capital allocation decisions.

Controls: Validation Gates · RBAC · Audit Log · Change Control
Operational: SLA Monitoring · Incident Alerting · Observability Dashboard
R Shiny PostgreSQL Docker Azure
75% Faster Reports
Full Audit Lineage
Public Sector

Public Investment Compliance & Impact System

Predictive Platform for Regulated Funding Allocation

Compliance-ready platform for public funding allocation with predictive impact modeling and audit trail reporting.

Controls: Compliance Checks · Role-Based Access · Audit Trails · Data Residency
Operational: Containerized Deployment · Pipeline Monitoring · Impact Dashboards
Python Web Framework Cloud Infrastructure
500+ Daily Users
30+ EU Member States
Agriculture

Market Forecasting & Decision System

Production-Grade Predictive Analytics

Time-series and ML-powered forecasting system for agricultural markets supporting planning and investment decisions.

Controls: Model Versioning · Validation Suite · Reproducibility Checks · Lineage
Operational: Pipeline Observability · Model Drift Alerting · Forecast Dashboard
Python R ML Azure Databricks
Production forecasts in days
Cross-region consistency
Machine Learning

ML-Powered Decision Tools

Production ML Pipeline Infrastructure

Production ML infrastructure delivering monitored decision outputs via API, enabling service providers to operationalize analytical models at scale.

Controls: Model Versioning · Validation Suite · Reproducibility Checks
Operational: Pipeline Observability · Model Drift Alerting · API Monitoring
Python ML API
API-based decision outputs
Version-controlled model serving
Logistics

Multi-System Route Optimization Platform

Integrated Fleet & Delivery Infrastructure

Multi-system integration platform for delivery route planning, connecting fleet data, GPS, and cost systems.

Controls: Fleet Access Control · Cost Validation · Route Audit Log · Change Tracking
Operational: Real-time Fleet Monitoring · ETA Alerting · Dispatch Observability
Python PostgreSQL Docker Cloud
Multi-system integration
Real-time route optimization
Data & Research

Global Public Data Integration Platform

Cross-Source Research Infrastructure

Data integration platform for analysts and policymakers to explore and unify international public data sources.

Controls: Data Quality · Cross-Source Validation · Export Standards
Operational: Multi-Source Integration · Research Dashboards · Policy-Grade Exports
Python SQL Cloud
Multi-source unified view
Accelerated research cycles

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