Full-Stack Developer & AI/ML Researcher
Full-stack developer building robust systems, exploring AI models, and crafting software with care.
Full-Stack Developer experienced in building end-to-end software applications and developing SaaS products. Actively involved in quality assurance and test automation, with a deep focus on AI/ML research — particularly model architecture, training, and evaluation.
Combines software engineering fundamentals with a product-oriented, quality-driven, and research-focused approach to building scalable software systems and intelligent solutions.
Research Paper · Vision-Language Models
A comprehensive review and technical analysis of Google's PaLiGemma 2 architecture, covering multi-resolution visual encoding, vision-language model alignment, zero-shot capabilities, and fine-tuning evaluation.
A cross-platform product featuring a Rust/Tauri desktop client, web platform, and management dashboard. Built for multi-agent orchestration, interactive session streaming, telemetry monitoring, and fine-grained permission controls.
Implemented neural network fundamentals from scratch: automatic differentiation, backpropagation, MLPs, character-level language models, and WaveNet. Developed and trained GPT-style Transformer models using PyTorch, exploring attention mechanisms, weight initialization, and GPU-accelerated training.
DoKa Şans Oyunları ve Bilişim Hizmetleri A.Ş. · Istanbul, Turkey
Jurnalle · Istanbul, Turkey
B.S. in Computer Science
Warsaw, Poland
Preparatory English Language Course
Wroclaw, Poland
Freya AI Research Program
AI Research & Deep Learning
ISTQB
Manual & Automated Software Testing