Hi, my name is

Erik Eremenko

Prediction markets, HPC simulations,and AI-assisted development.

CS student at TU Munich, building real products — a prediction market platform with 1,880+ users, high-performance C++ simulations, and AI-driven development.

About Me

I'm a Computer Science student at the Technical University of Munich (minor in Mathematics), currently in my 6th semester. I'm passionate about building software that solves real problems - from prediction market platforms to molecular dynamics simulators.

As co-founder of PolySimulator, I developed a full-stack paper-trading platform that serves 1,880+ registered users. I enjoy working across the stack - from low-level C++ simulations to cloud-native web applications.

I'm an early adopter of AI-assisted development workflows, using GitHub Copilot Agent and MCP integrations extensively in my daily work.

Education

Technical University of Munich

B.Sc. Computer Science, Minor in Mathematics

Oct 2023 - exp. Apr 2027

Königin-Luise-Gymnasium Erfurt

Abitur - graduated with distinction (1.2/1.0, GPA equiv. 3.85/4.0)

2015 - 2023

Projects

PolySimulator

AI-powered Prediction Market Platform

Full-stack paper-trading platform for prediction markets (Polymarket API). 1,880+ registered users, 599 MAU, ~6,270 monthly visitors. Built with AI-agent-assisted development using GitHub Copilot.

PythonFastAPITypeScriptNext.jsRedisWebSocketsSupabaseDocker

Molecular Dynamics Simulator

Bachelor Practical Course — TUM

Group implementation of a molecular dynamics simulator with Lennard-Jones potential and linked-cell algorithm. Performance benchmarking with Valgrind, sanitizers, and systematic testing.

C++CMakeOpenMPGoogleTestVTKValgrindDoxygen

Other Notable Projects

HackaTUM — IMC Trading Challenge

Bavariance Team

Trading bot with Exchange API integration, automated order management and ensemble model for market price prediction. Built during HackaTUM 2025.

PythonExchange APIAlgorithmic Trading

Robo.Innovate Hackathon

TUM Venture Labs — BMW Team A

On-premise server setup, training and fine-tuning of deep learning models via imitation learning using the LeRobot framework.

PythonDeep LearningLeRobotImitation Learning

Experience

Co-Founder & Developer

Dec 2025 — Present

Bavariance (in founding)

Building PolySimulator, an AI-powered prediction market paper-trading platform. Full-stack development with AI-agent-assisted workflows.

Bachelor Practical: Molecular Simulation

Oct 2025 — Feb 2026

TU Munich

Group implementation of a molecular dynamics simulator. Collaborative PR workflow with mentor reviews and sprint demos.

Certifications

Applied Edge AI: Deep Learning Outside of the Cloud — Hasso Plattner Institut
Oct 2022
Data Science Bootcamp — Hasso Plattner Institut
Jul 2023

Research & Seminars

Online Machine Learning for Time Series Forecasting

WS 2025/26

Seminar — TU Munich

Independent seminar paper comparing online learning algorithms for financial time series prediction. Evaluated Online SNARIMAX, Ternary Classifier, and Batch-ARIMA on S&P 500 data using the River framework.

View RepositoryRead Paper (PDF)
Regret MinimizationOnline Newton StepCatastrophic ForgettingTime Series Forecasting

Skills

AI & LLM Tools

GitHub Copilot AgentLLM Dev WorkflowsMCP DevelopmentLeRobot

Languages

PythonCC++JavaOCamlTypeScriptJavaScript

Web & API

REST APIWebSocketsNode.jsNext.jsFull-Stack

Cloud & Infra

AWS (Lambda, S3, EC2)CloudflareGoogle CloudHetznerFly.ioDokploy

Databases

Supabase (PostgreSQL)RedisSQL

DevOps & Build

GitDockerCMakeBashCI/CD (GitHub Actions)OpenMP

Observability

PrometheusGrafanaLokiPostHogMS Clarity

Math & Data

NumPyPandasMatplotlibSeaborn

Languages

German (native) · English (C1) · Russian (native) · French (DELF B1)

Get In Touch

I'm always open to interesting conversations, collaboration opportunities, or just a friendly hello. Feel free to reach out!

erik.eremenko@tum.deErikEremenkoErik Eremenkoerikeremenko
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