Software Engineer @ SmartSites · AI & Full-Stack Developer
Istanbul, Türkiye
Control & Automation Engineering student at Yıldız Technical University (YTÜ) and a Software Engineer at SmartSites, building an AI-powered construction-site monitoring platform. I work across AI-driven full-stack development, ICS/OT security, and robotics.
My work spans the full stack — a real-time ICS Digital Twin for industrial anomaly detection, an agentic multi-agent video analytics pipeline (TEKNOFEST 2026), a TEKNOFEST-Finalist sign-language accessibility platform, and a range of robotics and cybersecurity/CTF builds.
Co-Founder & Technical Lead of an EdTech startup, building real-time AI architectures, robust embedded systems, and scaling engineering communities.
Open to opportunities and collaboration across embedded systems, automation, web engineering, and cybersecurity.
Yıldız Technical University
10.2023 - Present
• Building foundations in control systems, inverse kinematics, embedded systems, and automation.
• Working with MATLAB, Simulink, and Arduino for engineering projects.
• Applying engineering principles to robotics, accessibility, and AI-driven solutions.
Ranked 8th in Turkey in Engelsiz Yaşam Teknolojileri with a real-time accessibility platform that converts audio into 3D sign-language animation.
Built FitSense AI at BEST Istanbul Yildiz.
May 2026
Yıldız BEST Engineering Competition, BEST Istanbul Yildiz.
Apr 2026
2024 → 9th place
2025 → 6th place
Developed original CTF challenges. Consistent top-10 cybersecurity performance.
Core Istanbul — Penetration testing & Linux administration.
Aug 2025
Explore hackathon prototypes, robotics systems, and cybersecurity challenge engineering work.
Built and benchmarked a real-time Digital Twin platform (Next.js, Three.js, Modbus TCP/OPC UA) evaluating five unsupervised ML models against IEC 62443-aligned attack scenarios — achieving a top 71.6% F1-score in detecting stealthy ±2.5σ sensor spoofing attacks.
Real-time system translating spoken content into 3D Sign Language animations for accessibility — TEKNOFEST Barrier-Free Living 2025 Finalist.
An enterprise-grade, serverless multi-agent pipeline for TEKNOFEST 2026 (Scenario 3) that decodes raw CCTV feeds, indexes spatial-temporal relations into a dynamic scene graph, reasons over anomalies with a Planner–Critic state graph, and yields structured Turkish decision-support payloads.
• Driving software engineering for SmartSites, an AI-powered construction site monitoring platform covering worker safety, subcontractor accountability, material tracking, and structural progress verification.
• Contributing to AI integration across the platform alongside its companion hardware line for on-site tracking.
• Evaluating and ranking frontier LLM outputs for logical consistency, factual grounding, and Turkish cultural relevance.
• Designing complex multi-turn conversational prompts (1–5 turns) using real-world retrieval datasets to test RAG alignment and contextual accuracy.
• Writing detailed technical rationales documenting edge cases, linguistic errors, and data extraction inconsistencies to guide fine-tuning loops.
• Architecting an AI-powered Arabic pronunciation coach that delivers sub-500ms real-time phonetic feedback and anatomical visual guidance.
• Leading full-stack development, integrating Wav2Vec acoustic models for forced alignment with a React Native frontend via high-speed WebSockets.
• Selected for the competitive ETKİM Yıldızları Acceleration Program to scale the MVP and optimize inference latency for edge deployment.
• Designed and launched an AI-powered RAG chatbot that automated support workflows for 1,000+ students.
• Founded the union's Technical Office to digitalize student services and build internal products.
• Coordinated cross-functional teams (student affairs, media, events) to ship reliable community platforms.
• Led a 50+ volunteer, multi-national team and drove the club's digital transformation.
• Built and deployed the official website using Astro and Decap CMS, serving 450+ members.
• Achieved 123k+ search impressions and 1.8k+ organic clicks in under six months through SEO optimization.