Mustafa Onur Erkan
Istanbul, Türkiye | +90 534 367 86 16 | mustafaonurerkan01@gmail.com | LinkedIn Profile
Sabancı University, Faculty of Natural Sciences and Engineering
Bachelor of Science in Computer Science and Engineering
Sep 2020 - Jun 2025
Tekirdağ Anatolian High School
Sep 2015 - Jun 2019
- İstanbul Ticaret Odası SoftIto Akademi - Cybersecurity Program | Jun 2026 - In progress
- VBO - AI & LLM Bootcamp | Aug 2025 - Oct 2025
- Nvidia DLI - Fundamentals of Deep Learning | Apr 2024
- YTÜ SKYLAB - Embedded Systems Bootcamp | Feb 2024
Software Engineer Intern, Akbank | Jul 2024 - Aug 2024
- Contributed to the Saga Transaction Management Project, enhancing distributed transaction control using the saga pattern.
- Collaborated with senior engineers in an Agile environment, attending daily stand-ups, sprint planning, and DevOps meetings.
- Used SonarQube to detect and resolve code quality issues, improving performance and reliability.
- Worked with Kafka, Oracle, and .NET technologies.
Multi-Agent Travel Planner (AI & LLM Bootcamp) | Sep 2025 - Oct 2025
- Designed a LangGraph (multi-agent orchestration) pipeline that converts free-text requests into day-by-day itineraries.
- Built LLM-based intent parsing (Gemini API; schema-constrained JSON, few-shot) to extract days, transport, budget, interests, and rules (e.g., 1 restaurant/day).
- Implemented tool-use with the Google Places API; mapped place types → semantic tags, applied lodging filtering, quality thresholds, and deduplication.
-Developed a deterministic constraint engine that enforces user rules, removes outliers, fills weak days by proximity + rating, and produces transparent “why this route” rationales.
Stock Exchange Trading Bot with Machine Learning | Nov 2024 – May 2025
- Built an advanced trading bot combining LSTM-based forecasting with technical indicators (EMA, MACD, RSI, Momentum).
- Integrated a real-time NLP module for financial news sentiment analysis.
- Implemented stop-loss and take-profit strategies for risk management.
- Backend in .NET, frontend in React.
E-commerce Platform | Nov 2024 - Jan 2025
Technologies: Node.js, Express.js, MySQL, React.js, Postman, PDFKit, Nodemailer, HTML5, CSS3, JavaScript , Axios, Git
- Developed a full-stack system with refund handling, sales reports, and real-time order management.
- Designed RESTful APIs and integrated MySQL for secure data storage.
- Created dynamic PDFs with PDFKit and automated email delivery via Nodemailer.
- Built a responsive UI in React.js.
IoT-Based Smart Greenhouse Monitoring and Control System | Nov 2024 - Jan 2025
- Created an IoT-enabled system to monitor temperature, humidity, light, and soil moisture.
- Used UDP protocol for real-time wireless sensor communication.
- Applied predictive analytics for resource optimization.
Graduation Credit Calculator Mobile App | Jan 2024
- Developed a graduation credit calculation app.
- Backend: Spring Boot, MongoDB, Java; Frontend: Android Studio.
DiSucord | Dec 2023
- Built a two-channel messaging app using TCP, C# GUI, and .NET Framework.
Shoe Sole from Photo | May 2023
- Processed foot images with Python & OpenCV to create a 3D printable shoe sole in Rhinoceros 7, automated with Grasshopper.
CIP – Civic Involvement Project | Mar 2021
- Recorded an audiobook as a civic project.