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ilkerhalil/README.md

๐Ÿ‘‹ Hi, I'm ฤฐlker Halil Tรผrer

Senior Software Architect | AI/ML Engineer | Cloud Solutions Expert

LinkedIn Portfolio Email


๐Ÿš€ About Me

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.

  • ๐Ÿข Current Role: Senior Software Architect @ Intertech
  • ๐ŸŒ Location: Istanbul, Turkey (Remote Work)
  • ๐ŸŽฏ Focus: Cloud-Native Architecture, AI/ML Integration, Enterprise Solutions
  • ๐Ÿง  Expertise: .NET Core, Python, AWS, Kubernetes, AI/ML, System Design
  • ๐Ÿ‘ฅ Mentorship: Trained and mentored 20+ developers
  • ๐Ÿ’ก Impact: Achieved significant cost reductions and performance improvements in enterprise systems

๐Ÿ’ผ Technical Expertise

Languages & Frameworks

.NET C# Python TypeScript JavaScript

Cloud & DevOps

AWS Kubernetes Docker Terraform OpenShift

AI/ML & Data

TensorFlow PyTorch scikit-learn LangChain

Databases

PostgreSQL MongoDB Redis SQL Server

Message Queues & Streaming

RabbitMQ Kafka


๐ŸŽฏ Featured Projects

๐Ÿค– AI & Machine Learning

๐Ÿš— Vehicle Detection System

Deep learning-based real-time vehicle detection and classification using YOLO algorithm. Achieved high accuracy in diverse traffic conditions.

Tech: Python, YOLO, OpenCV, TensorFlow

๐Ÿ“š OCCT RAG System

Retrieval-Augmented Generation system for technical documentation. Intelligent search and context-aware answers for complex technical queries.

Tech: Python, LangChain, Vector DB, LLMs

๐ŸŽฌ SubtitleAI

AI-powered tool for YouTube video analysis, summarization, and subtitle generation using advanced NLP techniques.

Tech: Python, NLP, Whisper, Transformers

๐Ÿš™ Vehicle Type Detection API

Production-ready REST API for real-time vehicle classification with high throughput and low latency.

Tech: Python, FastAPI, ML Models, Docker

โ˜๏ธ DevOps & Infrastructure

๐Ÿ”ด OpenShift AI Platform

Enterprise-grade AI/ML workflow orchestration on OpenShift, enabling scalable model training and deployment.

Tech: OpenShift, Kubernetes, Python, MLOps

โš™๏ธ Ansible Redis Automation

Production-ready Redis deployment automation with high availability, monitoring, and backup configurations.

Tech: Ansible, Redis, Linux, Infrastructure as Code

๐Ÿ“Š RabbitMQ Distributed Logging

Scalable distributed logging solution using RabbitMQ for high-throughput microservices environments.

Tech: Python, RabbitMQ, Logging, Microservices

๐Ÿ”„ Database Replication Suite

High-performance bulk data transfer and synchronization tool supporting multiple database systems.

Tech: Java, JDBC, PostgreSQL, MySQL, Oracle

๐Ÿ’พ Database & Backend


๐Ÿ“Š GitHub Stats

GitHub Stats

Top Languages

GitHub Streak


๐ŸŽ“ What I Bring to the Table

  • ๐Ÿ—๏ธ System Architecture: Designing scalable, resilient, cloud-native applications that handle millions of transactions
  • ๐Ÿค– AI Integration: Implementing production-ready ML/AI solutions that deliver measurable business value
  • โ˜๏ธ Cloud Expertise: AWS architecture, EKS/Kubernetes orchestration, infrastructure automation
  • ๐Ÿ“ˆ Performance Optimization: Achieving significant cost reductions and performance improvements
  • ๐Ÿ‘จโ€๐Ÿซ Technical Leadership: Mentoring developers, establishing best practices, and driving technical excellence
  • ๐Ÿ”„ DevOps Culture: CI/CD pipelines, infrastructure as code, monitoring, and observability

๐ŸŒฑ Currently Exploring

  • ๐Ÿ”ฌ Local LLM Deployment - Ollama, Qwen Code, and optimization techniques
  • ๐Ÿ› ๏ธ AI-Powered Development Tools - Multi-agent systems and coding assistants
  • ๐Ÿ“Š OpenTelemetry - Advanced monitoring and observability patterns
  • ๐Ÿ—๏ธ Advanced AWS - EKS best practices, Organizations, and security patterns

๐Ÿ’ฌ Let's Connect!

I'm passionate about technology, open-source collaboration, and knowledge sharing. Whether you want to discuss:

  • ๐Ÿข Enterprise Architecture and scalable system design
  • ๐Ÿค– AI/ML Applications and practical implementations
  • โ˜๏ธ Cloud Infrastructure and DevOps best practices
  • ๐Ÿ’ก Technical Challenges and innovative solutions
  • ๐Ÿค Collaboration Opportunities on interesting projects

Feel free to reach out! I'm always open to interesting conversations and opportunities to learn from fellow engineers.


๐Ÿ“ซ Get In Touch

LinkedIn Portfolio

"Great software is built by great teams. Let's build something amazing together!"

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