Full-Stack Software Engineer React, TypeScript, Python · AI-Powered Products
Open to remote full-stack & applied-AI roles. Istanbul, Türkiye · Remote (UTC+3) · Studying at Yıldız Technical University
contact@abduelmorsi.com.trI build full-stack web and mobile products end to end, with React / Next.js / TypeScript on the frontend, Python / FastAPI and PostgreSQL on the backend, and AI and computer vision built in. At SmartSites, I progressed from Software Engineer to Software Engineering Team Lead in September 2026, connecting construction-site monitoring, edge inference, BIM quantity-takeoff, and commercial workflows.
I also co-founded ManteeQ, an Arabic pronunciation coach combining speech models with a React Native interface, and work with Turing on contract-based LLM quality evaluation. My graduation project focuses on ICS security, using digital twins to benchmark anomaly detection against simulated industrial cyberattacks. I also developed the backend integration for a TEKNOFEST 2025 finalist accessibility platform.
I study Control & Automation Engineering at Yıldız Technical University, with graduation expected in June 2027. Languages: Arabic (native), English (C1), Turkish (B2). Interested in English-speaking remote full-stack and AI integration opportunities.
09.2026 - Present · Istanbul, Türkiye (Hybrid)
Leading engineering for an AI-powered construction-site monitoring platform, covering vision, commercial workflows, and companion tracking hardware.
Building Python / FastAPI services and OpenCV / XGBoost edge inference, evaluating predictions against hand-counted ground truth.
Implementing project-scoped role-based access control and load-testing backend read paths. The backend test suite exceeds 1,000 tests.
Shipping a mobile-first interface in four languages, including right-to-left Arabic, and BIM quantity-takeoff, billing, and HR workflows.
Python, FastAPI, OpenCV, XGBoost, RBAC, Full-Stack Development
07.2026 - 09.2026 · Istanbul, Türkiye (Hybrid)
Contributed to the construction-monitoring platform before progressing to Software Engineering Team Lead in September 2026.
Backend Development, Computer Vision
05.2026 - Present
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.
LLM Evaluation, RAG Systems, Prompt Engineering, LLM Alignment, Technical Writing
04.2026 - Present
Architecting an AI-powered Arabic pronunciation coach with 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.
React Native, Wav2Vec, WebSockets, Python, AI/ML, Startup Leadership, Edge Inference
08.2025 - 09.2026
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.
RAG Systems, LangChain, OpenAI API, Data Curation, Team Leadership, Technical Program Management, Community Management
05.2024 - 06.2025
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.
Astro, Tailwind CSS, Decap CMS, SEO Optimization, Leadership, Digital Transformation, Community Management
Industrial telemetry, a live Next.js/Three.js dashboard, and a five-model anomaly-detection benchmark. Project-specific best F1 of 71.6% on simulated sensor spoofing.
Next.js, Three.js, Modbus TCP, OPC UA, Unsupervised ML, Anomaly Detection, IEC 62443, ICS/OT Security
TEKNOFEST Finalist
Real-time system translating spoken content into 3D Sign Language animations for accessibility — TEKNOFEST Barrier-Free Living 2025 Finalist.
WebSockets, Whisper API, Speech-to-Text, 3D Animation, Chrome Extension, TypeScript, Real-time Streaming, Accessibility
VASS
Video analysis with C++/OpenCV ingestion, SQLite scene memory, and Python/LangGraph reasoning. Produces structured Turkish decision-support output for TEKNOFEST 2026 Scenario 3.
Agentic AI, LangGraph, Python, C++, CUDA, OpenCV, pybind11, Modal, Qwen-VL, DeepSeek-R1, SQLite
| TEKNOFEST 2025 Finalist | Ranked 8th in Turkey in Engelsiz Yaşam Teknolojileri with a real-time accessibility platform that converts audio into 3D sign-language animation. | |
| MathWorks Hackathon — 2nd Place | Built FitSense AI at BEST Istanbul Yildiz. | May 2026 |
| BEST Engineering Competition — 3rd Place | Yıldız BEST Engineering Competition, BEST Istanbul Yildiz. | Apr 2026 |
| SKYDAYS CTF | Developed original CTF challenges. Consistent top-10 cybersecurity performance. | 2024 → 9th place2025 → 6th place |
| Cybersecurity Training Program | Core Istanbul — Penetration testing & Linux administration. | Aug 2025 |
Explore hackathon prototypes, robotics systems, and cybersecurity challenge engineering work.
Yıldız Technical University 10.2023 - 06.2027 (Expected)
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.
Control Systems, Inverse Kinematics, Embedded Systems, MATLAB, Simulink, Arduino
