Software
engineer,
developer.

Contributing to research on LLM-based Android malware detection and the development of the MalwareMonk pipeline. Conducting literature reviews and assisting in the preparation of a research paper based on our findings.

Contributed to the Enpara iOS application's development team. Participated in bug fixing and improvements for the iOS app, built with Swift and SwiftUI, communicating with ASP.NET-based RESTful APIs.

Sole developer of Toprak Rehberi, a full-stack mobile application providing data-driven crop recommendations based on regional soil and climate data. Independently handled requirement analysis, system design, UI/UX in Figma, and full-stack implementation using Flutter, Java Spring Boot, and MySQL.

A cross-platform media tracking application for cataloging and managing personal collections. Serving as product lead and UI/UX designer for a 6-person team, owning the feature roadmap and design in Figma. Developing the Django backend and React Native mobile app while independently building the web frontend with React.js.

An LLM-powered Android malware analysis pipeline built as part of WISE Lab research. Classifies APKs using JADX-based static analysis and MITRE ATT&CK threat intelligence via RAG. Adapted third-party library detection methods like LibScan and LIBLOOM to narrow the analysis surface. Benchmarking various LLMs across different datasets to compare classification performance metrics.

AI-driven movie recommendation system. Built the full-stack infrastructure including the React.js + Tailwind CSS frontend, Flask backend, and MySQL database; collaboratively developed the RAG (Retrieval-Augmented Generation) pipeline with a teammate.

Mobile app providing tailored crop suggestions based on regional characteristics. Helps farmers see which crops are recommended for their land and increase their yields through data-driven agricultural guidance.

Review platform bridging the gap between customers and merchants. Merchants can publish and manage product listings while customers can rate, review products, and participate in discussions on a public forum.

Completed Bachelor's degree in Computer Engineering with focus on software development.

Completed English preparatory class and the first year of Architecture studies before transitioning to Computer Engineering, providing valuable design thinking and problem-solving perspectives.

A student community dedicated to promoting free software and open-source culture. Co-organized "Free Software Days" featuring industry speakers, and technical workshops on topics like Python, Git, and Linux.