Curriculum Vitae

Yunus Emre Balci

Software engineer and developer focused on clean systems, modern web, and applied machine learning. I build production websites, tooling, and research-driven prototypes.

Profile

I’m a developer with a strong bias toward shipping. I’ve built and deployed real websites, engineered full projects end-to-end, and I’m currently working on language-guided control and reinforcement learning systems.

I care about clean architecture, clarity, and building things that actually work — whether that’s a production website, a backend service, or a research prototype.

Skills

Programming

JavaScript / TypeScript, Python, C++, HTML, CSS, SQL

Web & Systems

Frontend & backend development, REST APIs, authentication, deployment, GitHub Pages, Linux environments

AI / ML

Reinforcement learning, motion control, MuJoCo, PyTorch, environment design, evaluation pipelines

Tools

Git, Docker basics, Firebase, Node.js, React, debugging, profiling, experimentation

Selected Work & Projects

Production websites

Web

Built and deployed multiple real websites including jamabolig.dk, hdcgroup.dk, and a demo site for pilea.dk. Responsible for structure, performance, design implementation, and deployment.

Discord music bot

Node.js

Built a full-featured Discord music bot with audio pipelines, presets, queue management, and error handling.

C++ Antivirus project

Systems

Implemented a C++ antivirus project focusing on scanning, pattern detection, and system-level logic.

Research

Motion-language control

Reinforcement Learning

Ongoing research on enabling agents to follow open-vocabulary natural-language instructions without vision by combining motion-language alignment with hierarchical reinforcement learning.

Uses motion tokenization, skill composition, and MuJoCo environments.

Education

BSc Computer Science
Focus on algorithms, systems, and artificial intelligence.

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