FeaturedAUG 2025 – MAY 2026
ISGenius — AI-Powered Offline Emergency & OHS Platform
Emergency and occupational-safety platform built at Sollen Technologies. Implemented LoRa-enabled offline communication to keep critical messages moving when internet infrastructure is unavailable, and developed OpenStreetMap- and floor-plan-based evacuation logic for safe-area routing, location-aware guidance, and emergency-preparedness operations. Backed by a TÜBİTAK BİGG 2025 grant.
- Python
- Flask
- FastAPI
- SQL
- OpenStreetMap
- LoRaWAN
Full-Stack · AI & ML
JAN 2026 – MAY 2026
Task Completion Pattern Analysis in an Early-Stage Startup
Analyzed 486 Azure DevOps tasks from Sollen Technologies to predict task delay with a binary-classification pipeline. Engineered leakage-free temporal features such as developer historical delay rate and workload at task-creation time. Compared 5 ML models (Logistic Regression, Decision Tree, kNN, Random Forest, Gradient Boosting) via stratified 5-fold CV — Random Forest selected as the final model (Test ROC-AUC: 0.741). Developer past performance emerged as the strongest delay predictor, outperforming task category and scheduling features.
- Python
- scikit-learn
- pandas
- Jupyter
AI & ML
SEP 2025 – JAN 2026
FPGA Mastermind Game
The classic Mastermind game implemented on an FPGA board in Verilog — digital logic modules, finite state machines, and hardware control logic for user interaction and display outputs.
- Verilog
- FPGA
- FSM
- Digital Logic Design
Hardware