Maksymilian Malecki
Tech Lead & AI Engineer · Production RAG · One-Man Software House
Professional Experience
Tech Lead
Insly Ltd
- I lead a team of 11 engineers on a polyglot InsurTech platform serving brokers across Europe — quote management, calculation engine, core platform, and PSD2-compliant payment services
- I designed and shipped a production RAG system for querying insurance policy documents — iterated through multiple retrieval architectures to find the right balance of accuracy and cost; the final in-house Python solution met the regulatory accuracy bar for the broker domain
- I built Go microservices across the platform (API layer, access control, shared identity); integrated the platform with multiple insurers — including legacy SOAP APIs still in production
- I led AWS cost optimization through query profiling (
pg_stat_statements), targeted indexing, and instance right-sizing — keeping infrastructure costs flat while data volume grew - I maintain compliance with GDPR, multi-country regulatory requirements, and strict auditability across all AI systems
Tech: Go, PHP, Python, React, PostgreSQL, Elasticsearch, Qdrant, AWS Bedrock, Kubernetes
Senior Backend Developer
NordSecurity
- I worked in the checkout team at a multi-million user security platform — maintaining stability and uptime of the critical purchase flow
- I shipped A/B experiments on the checkout process with analytics via Google Cloud BigQuery
- I handled cross-product integrations with other NordSecurity services
Tech: Slim Framework, Google Cloud BigQuery, RabbitMQ, PHPUnit
Senior Backend Developer
Ebeba
- I improved Developer Experience across engineering teams
- I updated internal cross-team packages
Tech: Symfony 5-6, PostgreSQL, RabbitMQ
Senior Backend Developer
Bitnoi.se
Project: e-learning platform (1 year)
- I pivoted into Go and Python — wrote my first production Go microservices in a cloud-native stack
- I migrated the content authorization service from Kotlin to Go and built a Python-based dev-ex tool to orchestrate local container environments
Project: fintech training platform (3 years)
- I was the core architect of the PHP 8.1 microservices migration — moving from monolith to distributed services
- I built and owned the user management microservice and led the security services layer
- I drove the PHP 7 → 8.1 upgrade across the whole platform
Lead Developer
Shuttout.com
- I made the architectural call to build a PWA instead of native mobile apps — faster to ship, lower cost, single codebase
- I migrated the frontend from Angular.js to React and split the PHP monolith into Node.js and PHP microservices
- I migrated from a single VPS to Kubernetes on GCP and re-architected big cron jobs for multi-threaded processing
Senior Developer (part-time)
Divante.pl
- Loyalty platform: I refactored the codebase to Hexagonal Architecture and introduced Kubernetes
- E-commerce platform: I maintained OroCommerce and delivered new features
Senior Developer
ORO Inc. - OroCommerce Product Team
- I developed features including async ElasticSearch re-indexation via RabbitMQ
- I load-tested releases using Scala and Gatling on AWS
Full-stack Developer / Team Leader
Arena.pl
- I led the frontend team (3 developers + 1 QA)
- I migrated multi-gigabyte data from MongoDB to MySQL
- I was responsible for deployments (Ansible)
- I migrated the monolith app to microservices
- I migrated the codebase from Symfony 2.8 to 3.0
Open Source
SonataAdminBundle contributor — 18 million installs
Long-term contributor to SonataAdminBundle (Symfony/PHP), one of the most widely used admin frameworks in the PHP ecosystem. Contributing at this scale shaped how I think about backward compatibility, API design, and code review — changes run in production environments you'll never see, on stacks you can't predict.
Earlier Career (2007-2015)
Skills
Architecture & Design
DDD, Event Storming, Microservices, CQRS, C4 Model
Leadership & Discovery
Product Discovery, Technical Leadership, Team Mentoring
AI & Data Engineering
RAG Systems, LLM Integration, Elasticsearch, Qdrant, AWS Bedrock, Google Document AI
Programming
Go, PHP, Python, FastAPI, TypeScript, React
Databases
PostgreSQL, MySQL, MongoDB, Redis, ClickHouse, DBT
Cloud & DevOps
AWS, Google Cloud, Kubernetes, Docker, Terraform
Education
Master's Degree
Information Science
Adam Mickiewicz University
2008 - 2011
Bachelor's Degree
Information Science
Adam Mickiewicz University
2005 - 2008
Certifications
Eskadra Bielika — Certified Trainer
Bielik.AI · SpeakLeash · Google for Developers
March 2026
Read the story →Event Storming Facilitator
Bottega IT Minds — Mariusz Gil
Domain Expertise
Insurance
RAG, compliance, multi-country broker platforms
E-Learning
Content delivery, video streaming, microservices at scale
E-commerce
OroCommerce, checkout optimization, payment integrations
Languages
Polish - Native
English - B2
Conference Appearances
DevAI 2026 (upcoming)
"AI in Regulated Industries: From Demo to Production"
PHPers Summit 2024
"Efektywne Skalowanie Aplikacji Monolitycznej w PHP"
PHPers Summit 2023
"High performance PHP8 at Scale"
PHPers Summit 2022
"Refactoring - Jak pozostac przy zdrowych zmyslach, redukujac dlug"