About Me
AI/ML Developer & Student
Who I Am
Passionate about AI, machine learning, and CPU inference optimization. Focused on Turkish language models, low-level performance engineering, and building practical AI tools.
As a high school student at Kayseri Science High School, I've dedicated myself to exploring the frontiers of artificial intelligence and machine learning. My journey began with simple Python scripts and has evolved into building production-grade AI systems that serve thousands of users. I believe in the power of open source and have made all my projects freely available to help others learn and build.
Education & Background
Currently studying at Kayseri Science High School, one of Turkey's leading science high schools, where I'm developing my skills in computer science, mathematics, physics, and artificial intelligence. The rigorous curriculum has provided me with a strong foundation in mathematical reasoning and scientific thinking, which I apply directly to my AI research and development work.
Beyond formal education, I've completed numerous online courses and certifications in machine learning, deep learning, and software engineering. I'm an active participant in the global AI community, regularly reading research papers, contributing to open-source projects, and sharing my knowledge through blog posts and code.
What Drives Me
I'm passionate about making AI more accessible and efficient. Too often, cutting-edge AI technology requires expensive GPU infrastructure that puts it out of reach for many developers and researchers. Through projects like TurboTensors and Sixfinger API, I'm working to democratize AI by making it run faster on cheaper hardware.
I'm also deeply committed to advancing Turkish language technology. Turkish is spoken by 80+ million people worldwide, yet it remains underrepresented in AI and NLP research. By building Turkish-specific tools and models, I'm helping to bridge this gap and ensure Turkish speakers can benefit fully from AI advances.
Focus Areas
🤖 Artificial Intelligence
Building ultra-fast AI APIs and developing language models, with a special focus on Turkish NLP and CPU-optimized inference engines.
⚡ Performance Optimization
Creating high-performance CPU inference engines using Numba-JIT kernels and custom memory management for edge devices.
🧬 Code Evolution
Developing genetic algorithm-based tools that automatically optimize code through intelligent mutations and fitness evaluation.
🌐 Web Development
Building modern web applications with Flask, creating interactive tools, and designing user-friendly interfaces.
Technical Interests
- CPU inference optimization
- Turkish language models
- Genetic algorithms
- Web development
- AI API development
- Natural Language Processing
Notable Achievements
- Sixfinger API: Built an AI platform achieving 10-20x faster inference than popular services through advanced optimization techniques including quantization, batching, and speculative decoding. Serves 13 models from 1B to 70B parameters with OpenAI-compatible API.
- TurboTensors: Developed high-performance CPU inference engine achieving 15-20x speedup over PyTorch on CPU. Implements custom Numba-JIT kernels, SIMD vectorization, and intelligent memory management. Enables real-time LLM inference on commodity hardware.
- Genesis: Created genetic algorithm-based code optimizer that automatically improves Python function performance. Successfully achieved 1000x speedups through automatic discovery of memoization and algorithmic improvements.
- Turkish NLP Tools: Built comprehensive toolkit for Turkish language processing including sentiment analysis (89% accuracy), morphological analysis (95% accuracy), and named entity recognition. Addresses unique challenges of Turkish's agglutinative morphology.
- Open Source Contributions: Published 11+ open-source projects on GitHub with detailed documentation, helping hundreds of developers learn AI and build their own projects.
- Research & Learning: Regularly read and implement ideas from AI research papers. Keep up with latest developments in LLMs, optimization techniques, and NLP methods.
Project Impact
My projects have been used by developers, researchers, and students around the world. The Sixfinger API processes thousands of requests daily, while TurboTensors has enabled developers to deploy AI on resource-constrained devices. Through my Turkish NLP tools, I've contributed to making AI more accessible to Turkish speakers.
Technical Skills
Programming Languages: Python (expert), JavaScript (proficient), SQL, Bash scripting
AI/ML Frameworks: PyTorch, Hugging Face Transformers, ONNX, Numba, scikit-learn
Web Development: Flask, FastAPI, HTML/CSS, JavaScript, REST APIs, WebSocket
Tools & Platforms: Git, Docker, Linux, VSCode, Jupyter, Google Colab
Specializations: Large Language Models, NLP, Performance Optimization, CPU Inference, Quantization, Turkish Language Processing
Future Goals
My immediate goals include improving my existing projects, contributing more to the Turkish AI ecosystem, and expanding my knowledge of advanced AI architectures. Long-term, I plan to pursue computer science at a top university, conduct research in AI optimization and efficiency, and continue building tools that make AI more accessible to everyone.
I'm particularly interested in edge AI, on-device inference, and techniques that enable powerful AI models to run on limited hardware. As AI models grow larger, making them efficient becomes increasingly important, and I want to be at the forefront of this effort.