Hi, I'm Yilmaz Mustafa
Passionate Software Engineer with 5+ years of experience in Java enterprise applications, AI/ML solutions, and full-stack development. Based in Zele, Belgium.
About Me
I'm a passionate Software Engineer with over 5 years of experience specializing in Java enterprise applications, AI/ML solutions, and full-stack development. My journey has taken me through the financial sector at SWIFT, where I worked on critical messaging protocols, to innovative AI integrations and cybersecurity solutions.
Currently working as a freelance developer, I focus on creating robust enterprise applications, real-time processing systems, and AI-powered solutions. I also have experience as a Java instructor, having trained over 100 developers and won 3rd prize in a Belgian hackathon.
3rd Place
Belgium Hackathon Winner
Teaching Experience
100+ Developers Trained
SWIFT Experience
FinTech Knowledge
Experience
Freelance Software Engineer
- Java/Python Enterprise Applications development
- Real-time image/audio processing implementations
- React Native apps with full DevOps stack
- FastAPI and Spring Boot AI service integration
Software Engineer
- ElasticSearch Java plugins for advanced search
- Distributed Computing implementations
- Performance optimization solutions
Software Engineer
- MT/MX messaging protocol implementation
- Enterprise security systems in Java
- MQ for high-volume transactions
Java Instructor
- Dual-language training (Java & Python)
- Won 3rd prize in Hackathon in Belgium
- 100+ developers trained in enterprise patterns
Skills & Technologies
AI/ML Development
Enterprise Java
Full-Stack Development
Projects
Current
MCP-Hydra
Lightweight, extensible cybersecurity toolkit connecting AI assistants to security tools via the Model Context Protocol (MCP)
- AI-powered security analysis
- Protocol-based tool integration
- Automated scanning capabilities
- Security research automation
AIJ - AI Journalist
Revolutionary AI journalist platform with multimodal analysis and ethical standards
- Speech categorization and analysis
- Intelligent question generation
- Multimodal content processing
- Ethical AI journalism standards
MLPOps
Belgian Job Analysis MLOps with automated scraping and ML pipeline
- Job scraping (VDAB, Jobat, ICTJobs)
- Complete ML pipeline automation
- Interactive dashboard
- Cloud deployment with Terraform
Instyper
Desktop-based cross-platform voice recognition toolbar application
- Multi-language voice typing
- 95% accuracy across 10+ languages
- Cross-platform desktop support
- Real-time speech processing
FoodLama
LLM-powered food platform for comprehensive food domain solutions
- Food recommendations engine
- Nutritional analysis system
- Recipe generation with AI
- Advanced food industry applications
JobOps Toolbar
Toolkit for automating and enhancing job operations workflows
- AI-powered motivation letters
- Intelligent job matching
- Backend automation tools
- LLM integration for career optimization
Future
Smart Document Q&A System
Upload PDFs, create embeddings, and ask questions about document content using RAG pattern. Virtual threads handle concurrent document processing efficiently.
- Upload PDFs and create embeddings
- Question answering with RAG
- Concurrent processing via virtual threads
Personal Knowledge Assistant
Simple note-taking app with AI-powered search and summarization. Uses vector similarity search for finding related notes.
- Note-taking with AI support
- Search and summarization
- Vector similarity search
Code Review Assistant
Analyze code snippets, provide suggestions, and maintain a knowledge base of coding patterns using embeddings.
- Code snippet analysis
- AI-powered suggestions
- Knowledge base of patterns
Smart Inventory Tracker
Track inventory with AI-powered demand prediction based on historical data patterns.
- Demand prediction
- CRUD operations
- Intelligent insights
Meeting Minutes Analyzer
Upload meeting transcripts, extract action items, and search through historical meetings using vector search.
- Transcript upload
- Action item extraction
- Historical search
Customer Feedback Insights
Collect customer feedback, categorize using AI, and provide a sentiment analysis dashboard.
- Feedback collection
- AI categorization
- Sentiment dashboard
Recipe Recommendation Engine
Store recipes, find similar dishes using vector embeddings, and get cooking suggestions based on available ingredients.
- Recipe storage
- Similarity search
- Ingredient-based suggestions
Learning Path Generator
Create personalized learning paths based on user goals and existing knowledge, using AI to recommend next steps.
- Personalized paths
- AI recommendations
- Goal-based planning
Travel Itinerary Planner
Plan trips with AI-powered recommendations based on preferences and budget. Use vector search for similar destinations.
- AI travel suggestions
- Budget planning
- Destination similarity
API Documentation Assistant
Generate and maintain API documentation with AI-powered examples and usage patterns.
- AI documentation examples
- Usage pattern generation
- Maintained docs
Code Snippet Manager
Store and search code snippets using semantic search with embeddings. Tag and categorize snippets automatically.
- Snippet storage
- Semantic search
- Auto tagging
Project Idea Generator
Generate project ideas based on tech stack preferences and skill level. Use vector similarity to find related project concepts.
- AI project ideas
- Preference-based suggestions
- Concept similarity
Tasks
Tasks
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Get In Touch
Let's Work Together
I'm always interested in new opportunities and challenges. Whether you need help with enterprise Java applications, AI/ML solutions, or full-stack development, I'd love to hear from you.