About
I'm Engineering Manager/CTO at Riverbit, where I lead a pharmaceutical supply-chain optimization platform — and I still write code: the forecasting engine, the CI/CD, the AI agents.
Psychology interests me enough that I did an MBA in Sociology & Psychology. I own seven motorcycles. I've experimented with crypto and stock trading — including losing money, which taught me more than the wins did.
On the AI side, I run self-hosted open-weight models and build agent infrastructure — memory systems, MCP servers, multi-agent coordination — to understand what these systems can really do.
Engineering Manager / CTO — Riverbit
- Leading engineering for a pharmaceutical supply-chain optimization platform (modular .NET 8, ~1,500 tests)
- Built the demand-forecasting engine — ~100k series, Croston/TSB, walk-forward backtested
- Designed SSH-less click-to-deploy CI/CD across 5 servers with Ansible + GitLab
- Self-hosted observability (Prometheus, Grafana, Loki) behind a zero-exposed-ports tunnel
- Embedded an MCP server + Claude assistant into the product
QA team lead
- Unifying processes and tools across the company
- Conducting mobile testing utilizing Appium to ensure application functionality and reliability.
- Employing Jira for data mining and reporting with the objective of enhancing transparency across teams.
- Establishing and managing Continuous Integration/Continuous Deployment (CI/CD) processes to streamline development and deployment workflows (e.g., implementation of SonarQube).
- Setting and monitoring performance objectives for QA engineers to promote professional growth and project excellence.
- Implementing Language Model (LLM)-based AI for generating Slack chat summaries, enhancing team communication and documentation.
Full Stack Engineer
- Developing and maintaining web for odds betting - PHP, JavaScript, React
- Rewriting PHP code to GO
- Developing new Go components
- Learning/practicing scrum/agile methodologies
- Monitoring - APM, ELK stack
Senior PHP Programmer
- Data mining and analysis
- Predictive analytics
- Supply chain optimization
Software Architect (PHP)
- Developing Extensions for a Logistics Application
- Big Data Optimization
- Computation Orchestration and Clustering
- REST API Implementation
- Data Modeling for Reporting in PowerBI
- CI/CD in GitLab
- Unit Testing and Consistent Testing Implementation
- Leadership of a Small Development Team
- Process Management and Mini-Trainings Across the Company
Developer/Analyst
- Development and business analysis of logistic application Planning Wizard
- PHP/MySql
Technologies I work with:
Languages
- PHP
- Go
- C#/.NET
- Python
- TypeScript/JavaScript
- (a little) Java
AI & agents
- Claude
- MCP
- semantic-kernel
- ML.NET
- self-hosted open-weight models
Infra & CI/CD
- GitLab CI/CD
- Ansible
- Docker
- Azure
- K8s (a little)
- Linux
- Cloudflare
- Prometheus/Grafana/Loki
Data
- PostgreSQL/TimescaleDB
- MariaDB/MySQL
- MongoDB
- Elasticsearch
- Redis
- Power BI
Frontend & mobile
- React
- React Native
- Vue 3
- Node.js
Testing
- Playwright
- Cypress
- Selenium
- Appium
- Nightwatch.js
Portfolio
- All
- AI
- Infrastructure
- Data & Trading
- Mobile
- Leadership
Let's work together
I take on consultancy work in three areas: AI agents & LLM integration; CI/CD, DevOps & infrastructure; and engineering leadership / fractional CTO.