Mark Mariusz Bain

My Research Interests

Computer Science and AI

→ Information and networking science

→ Artificial intelligence and data science

→ Long-term memory and distributed computing

→ Multi-agent systems and reinforcement learning

→ Modern data visualization and HCI technologies

Physics and Mathematics

→ Geometry, light cones, space-time, quantum gravity

→ Spaces, topologies, dimensionality, and infinity

→ Complex algebras, dual numbers, twistors, octonions

→ Non-differentiable problems, and control systems

→ Applied mathematics, and the Langlands program

Biological Neural Networks

→ Developmental, cognitive, and social psychology

→ Neuroscience of emotions, learning, and memory

→ Neuroplasticity and systems neuroscience

→ Reinforcement learning and message-passing

Selected Engineering Projects

AIUS memory

Long-term memory for Superagents 🥷 and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous AI agents.

Python LLMs Agents Jupyter STKGs GraphRAG

GitHub Repo

Aize AI knowledge assistant

Aize enables mining knowledge by asking questions about entire documents, videos, and audio files.

Python LLMs RAG React APIs Ansible

Try Aize now

StarTracker

Track who stars your GitHub Repository 👀
A DevRel tool to help manage your open-source community.

Python MultiOn Neo4j Mem0 Groq AgentOps

GitHub Repo

Cyber Range

I led a project to rebuild a CTF simulation environment from the ground up for teams participating in NATO Lockshields exercises. This included the development of multiple advanced, custom-made CTF labs ranging from easy to very hard, featuring complex physical and virtual infrastructure.

Private DC Physical-virtual DC networking Hypervisors CTF simulation labs Web, mobile, and email security Advanced network security

Live training deployment for Merito

Assisted WSB Merito Universities in launching over 800 online classes weekly within 2 weeks of the pandemic onset, automating classroom creation with a custom Java API SDK. Our team also trained and consulted over 500 staff members to teach live online within 3 weeks, receiving excellent feedback.

Java Rest APIs Drive Moodle AWS Jmeter Git

Read Client Success Story

GCP Stack & GSheets ERP System

Along with my team, we developed a custom ERP system using Google Sheets, Sheets and Drive API, Python app, furthermore extended with BigQuery, Looker Studio, ElasticSearch, and enterprise integrations.

Google Sheets GCP Python Gsheets & Drive Rest API BigQuery Looker Studio React ElasticSearch

MrCertified

Between 2017 and 2023, I worked hands-on while managing a team of top engineers and tech instructors. This included teaching classes as an Assistant Professor and providing IT consulting and development for major clients.

Cyber security Private and public clouds Databases Python, Java, PHP Advanced networking DevOps

Client Portfolio

Crawlerro

I developed crawlerro - a series of Internet bots. These bots perform complex workflows in multiple established websites, including account creation and management, transferring money, processing emails, SMS text, and more.

PHP JavaScript Selenium DOM parser ReCaptcha solver VPN Proxy MySQL Redis

Great Cloudflare Resource on Bots

Perkmylife

Perkmylife is an educational platform offering study notes, courses, and connections with professors and peers. It helps students achieve their goals efficiently. As the primary architect and developer of the platform, I wrote the majority of the codebase, gaining extensive experience in web and cloud technologies.

PHP5 Symfony LAMP LMS Elasticsearch Redis Jquery Bootstrap

Perkmylife.com

Resume

Click the button below to download my full resume:

Download Resume

Work Experience

Technical CEO/Founder - AIUS Technologies (2024-Present)
CEO/Co-Founder - MrCertified (2014-Present)
CEO/Co-Founder - PERK (2012-2019)
Interim Investment Director - TYR TFI (2016-2017)
Start-up Founder - AIP Accelerator (2008-2012)

Research and Teaching

Research Scientist - AIUS Technologies (2024-Present)
Assistant Professor - MrCertified (2018-2023)

Education

Summer Session in Computer Science - Stanford University (2014)
M.S. in Strategic Management and Marketing - Warsaw School of Economics (2011-2012)
B.S. in Data Science in Economics and Information Systems - Warsaw School of Economics (2007-2010)
LVIII Mathematical Olympiad - Finalist (2007)
XXI Economics Olympiad - Finalist (2007)

Notable facts

I started my first company when I was 19 years old, conducting market research.
One year later, I launched country-wide job fairs and worked with Fortune 500 companies, including Procter & Gamble, Nestlé, and Citigroup.
In high school, I was a double Olympian in Math and Economics - a feat achieved by only 3 in 1 million students.

With the onset of the pandemic, I helped a major European university chain - Merito University - automate the launch of over 4,000 online classes. At the same time, I was helping to produce and distribute over 500,000 masks to hospitals.
As a side project, I earned European equivalents of the CFA, CFP, Series 7, and Series 66 certifications. I also co-founded an investment fund, TYR TFI, and served as its interim investment director.

I have participated in over 15 half and full marathons around the world, including those in San Francisco and Warsaw.
I love playing chess, especially bullet chess. My chess rating oscillates around 2000 (bullet) and 2150 (rapid). At a young age, I competed in national teenage chess championships.