Albert Michalski
@albertmichalski
Senior Full-Stack Engineer merging TypeScript, Python, and applied AI to build scalable products.
What I'm looking for
I am a Senior Full-Stack Engineer with 9+ years building scalable, AI-powered digital solutions across fintech, SaaS, e-commerce, and data platforms. I specialize in uniting frontend and backend engineering with applied machine learning to improve decision-making and automate workflows.
At Mainmatter I engineered an AI-driven accessibility-as-a-service platform, architected a multi-tenant system on AWS with Kubernetes and Terraform, and integrated ML pipelines into CI/CD — achievements that improved scalability, release cadence, and model deployment times.
Previously, I delivered high-traffic fintech and e-commerce systems, built credit-risk scoring microservices, optimized AWS infrastructure to cut costs, and refactored monoliths into modular microservices while raising test coverage and developer velocity.
I mentor engineers, drive infrastructure-as-code and security best practices, and focus on maintainable, user-centric software that reliably scales and delivers measurable business impact.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Mainmatter
Mar 2021 - Present (4 years 8 months)
Engineered an AI-driven accessibility SaaS that onboarded 200+ enterprise users and cut manual review time by 15%; architected a multi-tenant Next.js/TypeScript and Node.js/Python system on AWS, improving scalability by 12% and release cadence by 20%.
Software Engineer
STX Next
Oct 2017 - Mar 2021 (3 years 5 months)
Built fintech and e‑commerce platforms serving 50K+ users; developed a scikit-learn credit-risk microservice that improved loan approval precision by 21% and reduced defaults by 18%, and optimized AWS infrastructure to cut costs by 25%.
Full-Stack Developer
Netguru
Sep 2015 - Sep 2017 (2 years)
Developed data-driven SaaS handling 2M+ monthly requests; improved marketplace retention by 18% via behavioral analytics and reduced backend response time from 450ms to 150ms through query optimizations.
Education
Degrees, certifications, and relevant coursework
SWPS University
Bachelor of Science, Computer Science
2011 - 2015
Bachelor's degree in Computer Science completed at SWPS University, focused on software development principles and practical engineering skills.
Tech stack
Software and tools used professionally
Google Tag Manager
GitHub
Kubernetes
Cloudflare
AWS CodePipeline
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
Node.js
Django
Next.js
NestJS
Tailwind CSS
Material-UI
Google Analytics
Redis
Terraform
React
JavaScript
Python
HTML5
Java
CSS 3
TensorFlow
PyTorch
scikit-learn
Firebase
TypeScript
pytest
Docker
NGINX
Toolkit
SQL
Hugging Face
LangChain
OpenAI API
Black
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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