2026 — Present
AI-based trading platform with full ownership of backend architecture,
data infrastructure, and transaction processing.
Rust, Go, Node.js, ClickHouse, PostgreSQL, ScyllaDB, Redis, GCP.
Led the architecture of a time-series data platform spanning real-time
ingestion, analytical processing (ClickHouse), and cold storage (GCS data lake).
Architected a transaction processing system with a custodial ledger
(idempotency, reconciliation, replay). Improved critical-path efficiency
(-20% CPU, -15% memory).
2025 — 2026
Senior Python Developer — ItAdviser, Poland
Neo-banking platform (Revolut-like) with focus on platform architecture,
auth/KYC, and distributed integrations.
Python, FastAPI, Keycloak, PostgreSQL, RabbitMQ, AWS.
Drove architectural decisions for API gateway, auth/KYC services, and
event-driven infrastructure. Designed an internal event-bus framework
(Layerbus). Built KYC pipelines integrated with KYCAID and Sumsub.
2023 — 2024
Backend Engineer — Requestum, Remote
Backend and data systems for ML-heavy client projects.
Designed ETL pipelines for video processing supporting ML
training/inference, reproducible training/debugging pipelines with
dataset versioning, and speech-processing pipelines (TTS, voice conversion).
2022 — 2023
Owned backend systems for ordering and payments platform
(Chowtime,
Bookme).
Built end-to-end QR-based ordering with POS integration; designed
background processing and synchronization flows; integrated Zoom,
Twilio, Google Calendar.
2021 — 2022
Main Backend Engineer —
Canvagram, Toronto, Canada
Owned backend architecture and delivery; maintained system performance
and data integrity in production.
2020 — 2021
Payment systems aggregator and terminal infrastructure.
Designed integrations with 40+ payment providers and banks; built an
offline transaction processing pipeline connected to a central ledger;
implemented reconciliation and fault-tolerant processing; designed
crypto and fiat payment flows.
2019 — 2020
Built Pub/Sub-based service communication. Implemented async
processing and backend optimizations.
2015 — 2019
Freelance Python Developer
Designed and delivered backend systems across healthcare, e-commerce,
and trading. Built APIs, data models, integrations, and async
processing pipelines.