13 projects
All my work, from products in production to university projects. Each one explains what I built, which technologies I used, and the results.
AI-assisted case-law research platform for the Turkish courts
A case-law research platform for law firms, covering Yargıtay, the regional courts of appeal and the Constitutional Court, with semantic search, a streaming AI assistant and a document editor.
Research platform for European Court of Human Rights case law
Sister product to CestaLex, focused on European Court of Human Rights case law and expanding toward wider European jurisdictions.
Recipe platform with a vector-based recommendation engine
A recipe and recommendation platform where suggestions come from vector similarity instead of hand-written rules, and user interactions flow through Kafka and Redis into personalized feeds.
Corporate website and product showcase of Cesta Technology
The corporate site of C'esta AI: product pages for Cesta Lex and Cesta AIHM, blog, careers and demo-request flows. Built with Next.js, published in Turkish and English, and running on the same container infrastructure and CI/CD pipeline as the company's other products.
Barter marketplace with a two-sided confirmation protocol
A barter marketplace. With no escrow, trust between two strangers is built through a two-sided confirmation protocol.
Route-risk prediction trained on 100,000+ accident records
Route-risk prediction trained on 100,000+ historical accident records, issuing real-time alerts at 85%+ accuracy using OpenRouteService and weather APIs.
Five microservices, sub-20ms real-time synchronization
Task management across five decoupled microservices, with Redis and Kafka syncing state between active users at sub-20ms latency.
From quote to policy, payment to claim: a modular insurance platform
A three-role (customer, agent, admin) insurance management platform covering offer, policy and claim workflows end to end. Rewriting the heavy relational queries improved retrieval speed by 25%.
Trip planning platform with routes, activities and sharing
A full-stack app where users create trips, add activities and locations, leave comments and share plans publicly or privately. Runs behind Nginx with Docker Compose.
Comparing regression models for smart-home energy consumption
Predicting appliance energy use from 19,735 ten-minute readings in the UCI dataset. Random Forest, XGBoost, LightGBM and linear regression were compared; LightGBM led with R² ≈ 0.76.
Classifying phone price tiers from hardware specifications
A classification study predicting a phone's price tier from hardware specs such as RAM, battery, screen and camera; includes a data-collection script, Jupyter analysis and a containerized prediction service.
A Python NLP tool that reads mood from text
A small NLP tool that cleans the input text and matches it against an emotion lexicon to infer mood. Text cleaning, sentiment analysis and the entry point are separate modules.
Java Swing hospital automation with patient and admin panels
A Java Swing desktop app with registration, login, appointment booking and an admin panel; talks to MySQL over JDBC and builds with Maven.