Senior Software Engineer at Intertech with 16+ years of experience architecting and delivering enterprise-scale solutions. I specialize in building intelligent, scalable systems that leverage modern cloud technologies and AI/ML capabilities.
- 🏢 Current Role: Senior Software Engineer @ Intertech
- 🌍 Location: Istanbul, Turkey (Remote Work)
- 🎯 Focus: Cloud-Native Architecture, AI/ML Integration, Enterprise Solutions
- 🧠 Expertise: .NET Core, Python, AWS, Kubernetes, AI/ML, System Design
- 👥 Mentorship: Trained and mentored 20+ developers
- 💡 Impact: Achieved significant cost reductions and performance improvements in enterprise systems
All projects below are my original work — independently authored and maintained.
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Production-ready REST API for real-time vehicle classification. Built on FastAPI with Hexagonal Architecture, supporting both PyTorch (YOLOv8) and Intel OpenVINO engines. Thread-safe model loading, dependency injection, Docker-ready with Swagger/ReDoc docs. Tech: Python, FastAPI, YOLOv8, PyTorch, OpenVINO, Docker |
Local Retrieval-Augmented Generation system for Open CASCADE Technology (OCCT) documentation & code. ChromaDB vector search + Ollama local LLM inference for accurate, context-aware answers — fully private and offline. Tech: Python, RAG, ChromaDB, Ollama, LangChain, LLMs |
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Machine learning model predicting FIFA match outcomes from team statistics and historical data. Tech: Python, scikit-learn, Data Science |
📊 RabbitMQ Distributed Logging Scalable distributed logging solution for Python microservices, using RabbitMQ as the message broker for high-throughput environments. Tech: Python, RabbitMQ, Microservices |
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Production-ready C# extension methods library — collections, strings, DateTime and more. Published on NuGet as Tech: C#, .NET, NuGet |
🗄️ StandardRepository.PostgreSQL Entity Framework alternative for PostgreSQL with record revisions, soft-delete and restore logic. Clean-architecture repository pattern for .NET, published on NuGet. Tech: C#, .NET, PostgreSQL, Repository Pattern |
- 🐳 JupyterHub + OpenLDAP — One-command multi-user JupyterHub with OpenLDAP authentication via Docker Compose.
- 🗺️ DevOps Skill Roadmap — Curated roadmap covering cloud, CI/CD, Kubernetes, IaC and monitoring.
- 🌐 Portfolio Website — My personal portfolio at ilkerhalil.github.io.
- 🏗️ System Architecture: Designing scalable, resilient, cloud-native applications that handle millions of transactions
- 🤖 AI Integration: Implementing production-ready ML/AI solutions that deliver measurable business value
- ☁️ Cloud Expertise: AWS architecture, EKS/Kubernetes orchestration, infrastructure automation
- 📈 Performance Optimization: Achieving significant cost reductions and performance improvements
- 👨🏫 Technical Leadership: Mentoring developers, establishing best practices, and driving technical excellence
- 🔄 DevOps Culture: CI/CD pipelines, infrastructure as code, monitoring, and observability
- 🔬 Local LLM Deployment - Ollama, Qwen Code, and optimization techniques
- 🛠️ AI-Powered Development Tools - Multi-agent systems and coding assistants
- 📊 OpenTelemetry - Advanced monitoring and observability patterns
- 🏗️ Advanced AWS - EKS best practices, Organizations, and security patterns
I'm passionate about technology, open-source collaboration, and knowledge sharing. Whether you want to discuss:
- 🏢 Enterprise Architecture and scalable system design
- 🤖 AI/ML Applications and practical implementations
- ☁️ Cloud Infrastructure and DevOps best practices
- 💡 Technical Challenges and innovative solutions
- 🤝 Collaboration Opportunities on interesting projects
Feel free to reach out! I'm always open to interesting conversations and opportunities to learn from fellow engineers.
