building, researching, experimenting

Türkay Yıldırım.

Applied data science, deep learning, and low-level systems. From data extraction and model training to compiler execution.

Work

In progress.

01 · Compilers

Bytecode VM & Runtime

A custom scripting language runtime featuring a bytecode compiler and stack-based C virtual machine, replacing an AST interpreter for low-overhead execution.

Status86%
02 · Vision

Paired Image Translation

Conditional GAN framework for cross-domain image translation, utilizing multi-scale spatial discrimination to preserve high-frequency structural details on paired data.

Status74%
03 · Sequence Models

Symbolic Music Generation

Modal sequence generation over ABC notation using stacked recurrent models, augmented with entropy-bounded sampling and loop protection.

Status63%
Demos

Deployments.

Coursework & Experiments

Models in motion.

WIRELESS COMMUNICATIONS · SIMULATION01 ↗

Cellular Link & Radio Propagation Simulator

Explore cellular radio environments through standards-based channel modeling, large-scale path loss, medium-scale shadowing, and small-scale fading calculations aligned with 3GPP TR 38.901.

3GPP TR 38.901Path LossShadowingSmall-Scale Fading
Launch simulator
Open Source

Repositories.

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Research

Publications.

IEEE XploreAugust 2026
Spatial Knowledge Distillation in Video Models via Vision-Language Guided Zero-Shot Pretraining
Aslı Çelik, Türkay Yıldırım ↗
Writing

Notes & Articles.

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Contact

Get in touch.

Communication

Available for technical discussions, systems work, and research collaborations.