My Projects
Real projects I've built and deployed. From education platforms serving thousands of METU students to AI-powered matching systems and business solutions.
Hocam Class
Comprehensive education support system for METU students with guides, resources, and community projects since 2021. One of the base systems of the university.
Şenlik Buddy
AI-powered matchmaking platform for METU students. Machine learning aided matching mechanisms with potential date scoring using large language models.
Grand Gayrimenkul
Real Estate Consultancy Website with AI-powered ChatBot. Features fine-tuned ChatGPT model for training real estate agents.
Hocam Kariyer
AI-powered career platform for the Turkish market combining job matching, AI CV analysis, and academic intelligence. Production-ready platform targeting Turkish professionals.
Digital Card Websites
Portfolio of digital card websites built to demonstrate frontend versatility across different stacks. Multiple professional websites for different clients.
MSc Thesis: Cell Type Annotation with NLP & ML
Next-generation Cell Type Annotation: Integrating NLP and ML Techniques for Enhanced scRNA Classification. Research focused on gene text embeddings with autoencoders.
Technical Expertise
"Key is getting information from data" - My approach to building intelligent systems
5 Years Python
FastAPI, ML libraries
1.5 Years SWE
Full-stack development
ML & NLP
Text embeddings, bioinformatics
Data Analysis
Statistics, visualization