Math Captcha Forge

Üretim odaklı ML pipeline: veri hazırlama, hard-example mining ile eğitim, ONNX çıktısı, INT8 quantization ve düşük gecikmeli FastAPI inference sunucusu. 16K+ dataset üzerinde 103 sınıf, 5.45ms/örnek gecikme.

This project showcases modern development practices and demonstrates proficiency in building scalable, user-friendly applications. The implementation focuses on clean code, performance optimization, and exceptional user experience.