Senior Software Architect at Intertech with 14+ 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.
- π’ Current Role: Senior Software Architect @ Intertech
- π Location: Istanbul, Turkey (Remote Work)
- π― Focus: Cloud-Native Architecture, AI/ML Integration, Enterprise Solutions
- π§ Expertise: .NET Core, Python, AWS, Kubernetes, AI/ML, System Design
- π₯ Mentorship: Trained and mentored 20+ developers
- π‘ Impact: Achieved significant cost reductions and performance improvements in enterprise systems
All projects below are my original work β independently authored and maintained.
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π Vehicle Type Detection API 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 |
π OCCT RAG System Local Retrieval-Augmented Generation system for Open CASCADE Technology (OCCT) documentation & code. ChromaDB vector search + Ollama local LLM inference for accurate, context-aware answers β 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 |
π 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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𧩠Extensions Production-ready C# extension methods library β collections, strings, DateTime and more. Published on NuGet as Tech: C#, .NET, NuGet |
ποΈ 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 |
- π³ JupyterHub + OpenLDAP β One-command multi-user JupyterHub with OpenLDAP authentication via Docker Compose.
- πΊοΈ DevOps Skill Roadmap β Curated roadmap covering cloud, CI/CD, Kubernetes, IaC and monitoring.
- π Portfolio Website β My personal portfolio at ilkerhalil.github.io.
- ποΈ System Architecture: Designing scalable, resilient, cloud-native applications that handle millions of transactions
- π€ AI Integration: Implementing production-ready ML/AI solutions that deliver measurable business value
- βοΈ Cloud Expertise: AWS architecture, EKS/Kubernetes orchestration, infrastructure automation
- π Performance Optimization: Achieving significant cost reductions and performance improvements
- π¨βπ« Technical Leadership: Mentoring developers, establishing best practices, and driving technical excellence
- π DevOps Culture: CI/CD pipelines, infrastructure as code, monitoring, and observability
- π¬ Local LLM Deployment - Ollama, Qwen Code, and optimization techniques
- π οΈ AI-Powered Development Tools - Multi-agent systems and coding assistants
- π OpenTelemetry - Advanced monitoring and observability patterns
- ποΈ 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:
- π’ Enterprise Architecture and scalable system design
- π€ AI/ML Applications and practical implementations
- βοΈ Cloud Infrastructure and DevOps best practices
- π‘ Technical Challenges and innovative solutions
- π€ Collaboration Opportunities on interesting projects
Feel free to reach out! I'm always open to interesting conversations and opportunities to learn from fellow engineers.