I design and build software and intelligent systems, spanning engineering, data, and applied AI.
- Software Engineer Intern — Simsoft Computer Technologies. Building a local-LLM knowledge and compliance assistant with retrieval-augmented generation, plus document-validation and process-compliance workflows.
- Data Science Intern — Doğuş Teknoloji. Working on LLM-based quality-assurance automation and ARIMA time-series forecasting for strategic projections.
- Tutoring university students in Python on the side.
| Project | What it is |
|---|---|
| Pulse | Offline, LLM-orchestrated penetration-testing pipeline. A LangGraph state machine coordinates 12 security tools (nmap, sqlmap, and others) with local Ollama models and streams its reasoning to the UI in real time. Next.js + FastAPI. 1st place — BirmingHack 2.0. |
| SocratEase | AI communication coach for public speaking. Combines speech analysis, computer-vision-based eye-contact and expression tracking, and multimodal models to assess fluency and coherence. 1st place — BirmingHack 1.0. |
| Camera-Calibration | Toolkit for calibrating cameras and removing lens distortion with OpenCV and a printed checkerboard target. Supports pinhole and fisheye models. |
| ARIMA-Forecasting | End-to-end Box–Jenkins ARIMA workflow for annual time-series forecasting: exploratory analysis, stationarity testing, model selection, residual diagnostics, and one-step-ahead forecasting. |
| ISE-config-prediction | Comparative evaluation of ML regression models on software-configuration data, with statistical verification of the results. |
- Computer vision research at METU's Applied Intelligence Research Lab — OpenCV pipelines for color filtering, homography estimation, foreground/background separation, and pose estimation.
- Two-time BirmingHack winner (Best Use of AI Agents on Arm, 2026; Best AI Hack, 2025).
- Programming — Python, Java, C
- AI / ML — LLMs, LangGraph, Ollama, XGBoost
- Data Science — ARIMA, Time Series, Statsmodels
- Computer Vision — OpenCV, NumPy
- Web & Tools — Next.js, FastAPI, Flask, Git
