System Design MAS
Multi-agent system that converts high-level system design concepts into concrete architectures.
ALEX HAVRYLESHKO
Applied AI Engineer
I build end-to-end AI deployable systems for business operations
What I Do
- Architect and deploy scalable multi-agent systems
- Design predictive models for financial and operational data
- Build systems for SMB ops to optimise workflows based on the data
Selected Work
Stock Volatility Classifier
Volatility classification engine using 15Y of stock data to predict future market behavior.
Corporate Cash Burn Predictor
Predictive model analyzing financial statements from public energy companies to forecast cash burn risks.
How I Work
- Principles first, features second
- Shipping fast to find product-market fit
- AI as a tool, not a crutch
- Strong focus on context engineering
- Public documentation of decisions
What I'm Looking For
I am looking for a role at a growing startup or small company where I can take end-to-end ownership of critical AI initiatives. I thrive in environments that value shipping, autonomy, and direct business impact.
Not a fit for:
- Roles with little room for technical or product input
- Large organizations with narrow individual ownership
- Environments without space for focused, independent work