Overview
Technical skills
Timeline
Roles

Overview

Senior AI and software engineer with around 10 years of experience building production systems and automation platforms. Experienced in Python backend development, Generative AI and retrieval-augmented generation pipelines on Azure, and in creating secure, event-driven integrations. Builds with FastAPI and REST APIs, with focus on reliability, governance, and monitoring.

Technical skills

TypeScript
Python• Senior • 12y+
SQL• Middle • 12y+
JavaScript• Middle • 12y+
PowerShell• Junior
Python
FastAPI
Databases
PostgreSQL
Redis
AI/ML
Copilot
Prompt Engineering
AI Agents
DevOps
Docker
GitHub Actions
gRPC
Kubernetes
Terraform
Vector
Rest API• 12y+
Azure
QA
Pytest

Timeline

Lead AI Platform Engineer Lead
InfraFly Full-Time
Jan 2025 to Present 1 Year 7 Months Tallinn In office
Led the design and delivery of an Azure-based AI automation platform for operational teams to retrieve technical knowledge and complete repetitive support workflows via secure conversational interfaces. Built Python services with FastAPI and asynchronous processing to expose versioned REST APIs for internal and customer-facing tools. Implemented retrieval-augmented generation pipelines with grounded citations and developed tool-calling agents integrated with ticketing, monitoring, assets, and identity systems. Established responsible AI governance, evaluation, and observability practices for production reliability.
Python
FastAPI
Rest API
AI Agents
Senior Data and Automation Engineer Senior
Estonian Football Association Full-Time
Oct 2019 to Dec 2024 5 Years 2 Months Tallinn In office
Designed and maintained digital platforms for football competition administration, including club services, player registration, match operations, and management reporting. Built Python automation services that consolidated data across registration, finance, competition, and communication systems to reduce manual reconciliation and improve operational visibility. Implemented secure APIs and event-driven integrations between internal and external systems with validation and versioning. Delivered data pipelines and monitoring to support reliable operations during high-volume competition periods.
Python
Software and Data Engineer Middle
Self Employed Full-Time
Jan 2014 to Sep 2019 5 Years 8 Months Tallinn In office
Delivered custom web applications, workflow tools, and data solutions for small organizations and professional clients. Developed backend services and REST APIs using Python, JavaScript, and SQL, including integrations with payment, messaging, and identity providers. Automated data import, validation, transformation, and reporting to replace spreadsheet work and improve consistency. Implemented secure access control, authentication flows, audit records, error handling, and supported full delivery from discovery through deployment and user training.
Pythonsince 2014
JavaScript
SQL
Rest APIsince 2014