Welcome to my GitHub profile! I'm a passionate AI/ML & Backend Developer specializing in building intelligent solutions, scalable web backends, and system performance profiling. I bridge the gap between complex deep learning models, robust backend architectures, and efficient software execution.
I'm an engineer based in Turkey with a diverse tech stack focused on creating end-to-end, optimized software products. My workflow spans training complex Deep Learning architectures, wrapping them behind scalable Django REST Framework APIs, and optimizing application resource usage with Python and Concurrency.
- 🤖 AI-Native Software Engineering: Designing pipelines from classical ML to advanced CNN/RNN stacks and computer vision workflows.
- ⚙️ Systems & Performance: Deepening my skills in memory profiling, process instrumentation, and eliminating runtime bottlenecks.
- 📦 Model Packaging: Transforming trained weights (PyTorch/TensorFlow) into clean, ready-to-deploy Python libraries with fallback-enabled context managers.
- High-Performance Inference: Optimizing Deep Learning models via ONNX/TFLite for efficient edge and backend deployments.
- Systems Instrumentation: Writing Python tools utilizing asynchronous workers and custom context managers (
__enter__/__exit__) to track application metrics. - Scalable Web Architectures: Building robust commerce cores, CRM applications, and real-time data pipelines backed by customized Django middleware, safe rate-limiting, and state-of-the-art payment integrations.
- ✅ Build efficient Full-Stack AI Applications
- ✅ Design and scale production-ready RESTful APIs & Microservices
- ✅ Engineer custom Systems Profilers & Performance Tracking Engines
- ✅ Deploy Deep Learning architectures via On-Device Inference (TFLite)
- ✅ Manage concurrent background workers using native Python Threading & Locks
- ✅ Construct robust database schematics with PostgreSQL PL/pgSQL & Supabase
- Portfolio: batuhanyilmaz.vercel.app
- LinkedIn: linkedin.com/in/batuyilmaz1
- Email: batuhanyilmaz0011@gmail.com
- Collaboration Availability: Open to advanced AI/ML development, specialized systems performance engineering, and full-stack backend architecture roles.
"As soon as an Analytical Engine exists, it will necessarily guide the future course of the science." — Charles Babbage


