Bioinspired Swarm Intelligence Algorithms for Cooperative UAV Systems
Taylor & Francis — Book Chapter (2026)
Explores bioinspired swarm intelligence methods for coordinating cooperative UAV systems and planning their routes.
View Book Chapter
Hello! I'm Muhammed Murat Yanaşoğlu, a software and artificial intelligence engineer who has completed a Bachelor's degree in Software Engineering and a Master's degree in Artificial Intelligence Engineering. I graduated with a 3.71 GPA in June 2026 as the top student and a High Honor graduate in my department. During my bachelor's, I completed a 4-year program in 3 years and was a 'High Honor' student for three consecutive academic semesters.
In my professional career, I have actively contributed to AI engineering, full-stack web development, and research-oriented projects. I worked on RAG and fine-tuned chatbot systems, automation solutions, LLM-based applications, and modern web technologies, gaining experience across both product development and academic research workflows.
My technical expertise encompasses Python, React.js, Next.js, TypeScript, and various AI/ML technologies. I have developed comprehensive projects in crypto and stock trading automations, OCR systems, AI chatbots and voice assistants, computer vision projects, and web development.
Python, SQL, TypeScript, PHP
ChatGPT, Claude, Gemini, LLM Optimization, AI Chatbot Development
React.js, Next.js, HTML, CSS, Tailwind CSS, Bootstrap CSS
PostgreSQL, MySQL
Pandas, NumPy, Matplotlib
n8n, Langflow
SQLAlchemy, Linux (Kali Linux), Software Project Management, Software Requirements Analysis, Software Architecture and Design, phpMyAdmin, XAMPP, Image Processing ROI, Docker, CI/CD, OCR Tesseract
Pandas, NumPy, Matplotlib, Next.js, React.js, HTML, CSS, Tailwind CSS, Bootstrap CSS, OCR Tesseract
English (Advanced), Turkish (Native), French (Beginner), Fluent Arabic (Intermediate)
Artificial Intelligence Club (Near East University)
CodeCrafters Software Club (Near East University)
Software Engineering Department Representative (Near East University)

Responsible for managing IT infrastructure and ensuring operational continuity at Ercan Airport.
Handle network, server, and system administration along with end-user support processes.
Ensure compliance with cybersecurity policies and the implementation of backup and disaster recovery procedures.
Contribute to developing and improving IT solutions tailored to airport operations.

Worked remotely for Seattle, United States-based company.
Developed automation systems integrated with artificial intelligence technologies.
Worked on documentation preparation, analysis and interpretation using trained artificial intelligence models.
Developed AI chatbots with RAG and fine-tuned models, along with voice assistant systems.
Worked on training and customization of AI models.
Developed various projects using technologies such as Docker, CI/CD pipelines and OCR (Optical Character Recognition).

Worked remotely for Denver, Colorado-based company.
Developed LLM-based AI applications and solutions.
Designed and implemented prompt engineering techniques and RAG architectures for large language models.
Prepared the company's documentation website and added artificial intelligence-powered features.

Completed on-site internship at Nicosia, TRNC-based university.
Participated in software development and research projects at the AI & Robotics Institute.
Took on coding and data analysis tasks in academic research projects.
Performed data analysis and visualization using Python programming and Jupyter Notebook for research experiments.
Documented research results and prepared technical presentations for academic team members.

Worked remotely for Ankara, Turkey-based company.
Worked full-time as a full-stack web developer for 6 months, building web applications and user interfaces with React.js, Next.js, TypeScript, and CSS libraries.
Built a modular, reusable UI component library using Next.js App Router and TypeScript.
Developed multi-language (i18n) and multi-theme (dark/light mode) state management system using React Context API.
Designed responsive, accessible and modern interfaces following design principles using Tailwind CSS framework.
Performed performance optimizations using Next.js Server-Side Rendering (SSR) and Incremental Static Regeneration (ISR) features.

Worked as on-site intern at Ankara, Turkey-based company.
Learned software development processes and team collaboration using Agile/Scrum methodology, and gained experience in project documentation preparation and user documentation updates.
Gained foundational experience in frontend (HTML, CSS, JavaScript, React) technologies.
Took on supporting tasks related to third-party API integrations and unit test writing.

Participated in various academic research papers and projects.
2024-2025 Spring Semester High Honor Student 3.50 GPA
2025-2026 Fall Semester High Honor Student 4.00 GPA
Graduated in June 2026 with a 3.71 GPA as a High Honor student and the top graduate in my department.
My ORCID Profile: https://orcid.org/0009-0007-4722-8079

Completed a 4-year engineering bachelor's program in 3 years. Completed a 1-year English preparatory program in half a semester.
Achieved 'High Honor' student status in Fall 2024-2025 (GPA 3.93), Spring 2023-2024 (GPA 3.76), Fall 2022-2023 (GPA 3.81) academic semesters.
Founded and presided over the Near East University Artificial Intelligence Club.
Taylor & Francis — Book Chapter (2026)
Explores bioinspired swarm intelligence methods for coordinating cooperative UAV systems and planning their routes.
View Book ChapterNear East University — Master's Thesis (2026)
Presents HiveSentinel AI, a multi-platform bee pest monitoring system combining computer vision, edge computing, and a web-based monitoring platform. Read the interactive thesis and defense presentation.
View ThesisIGI Global — Book Chapter (2027)
Analyzes environmental, economic, and policy dimensions of water and energy sustainability in conventional and AI-optimized data centers, with a focus on PUE, water-use intensity, and governance frameworks.
View Book ChapterResearchGate
Presents a multi-tenant platform that consolidates construction field evidence into traceable, audit-ready Change Order workflows with RBAC, notifications, and evidence-backed drafting.
View ArticleResearchGate
Proposes a conceptual framework for AI-blockchain-enabled smart cities, covering key enabling technologies and Society 5.0 perspectives for sustainable urban innovation.
View ArticleResearchGate
Reviews foundational concepts and classification systems for natural hazards and disasters to support risk assessment, mitigation planning, and disaster management research.
View ArticleSiteScribe consolidates scattered construction evidence (site logs, RFIs, plan revisions, and images) into a single platform and turns it into traceable, audit-ready Change Order workflows. I built a multi-tenant system that centralizes field logs, RFIs, plan revisions, and photos; detects signals to generate events; and produces evidence-backed Change Order drafts. It includes role-based access control (RBAC), a notification system, comment/approval flows, PDF and ZIP export, and optional Mistral AI integration for end-to-end enterprise workflows.
I developed a Django web application that extracts Latin, Ancient Greek, and Fraktur text from stone inscriptions and historical printed sources using Tesseract OCR with script-specific image preprocessing. Google Gemini integration produces English translation, summaries, and historical context. The project supports export for research use in TXT, JSON, Word, and PDF formats and exposes a REST API.
I built an AI-guided trading automation system that analyzes crypto and stock markets—including U.S. SEC Form 4 insider filings—to detect buy/sell signals. The platform also generates structured table- and chart-based reports that summarize trading patterns and highlight notable activity for faster decisions.
RegLens monitors regulatory sources for changes, analyzes them, and maps updates to internal controls, tasks, and audit evidence so compliance runs from one panel. I delivered an end-to-end RegTech platform with AI-assisted normalization, matching, and evidence suggestions; task and audit-pack management; role-based access control (RBAC); security logs; rate limiting; and PWA support.
A desktop learning app focused on bilingual vocabulary through real-time object recognition. It uses ROI-controlled Focus Mode and a two-stage detector–classifier stack (YOLOv8n + MobileNetV2), delivers 30+ FPS on CPU only, runs fully offline, and preserves privacy.
Artworks can be analyzed in depth with a chosen AI model or compared across multiple models. You can retrieve analysis outputs, model metrics, and accuracy scores, and download them in HTML and JSON. Automatic blog posts can be generated with a selected tone and length. Camera input is supported.
A web marketplace that connects people seeking services with providers across Northern Cyprus and Turkey in a secure, fast, and transparent way. I implemented a scalable backend with NextAuth (credentials + Google OAuth), role-based access (customer, provider, admin), real-time messaging, notifications, profile and bidding flows, and an admin panel (user/service approval, location management, statistics, audit log). The UI uses React with Tailwind CSS and Bootstrap; reporting uses Chart.js. Optional Mistral AI powers an in-platform assistant.
Two separate portals for students and academics. Students view availability and submit appointment requests; faculty manage requests, approve or reject them, and communicate via messaging.
A desktop application for monitoring screen time, controlling usage, and applying security locks with advanced monitoring. It tracks usage patterns, enforces time limits, and provides detailed analytics for digital wellness.
An AI-powered, real-time voice assistant for hotel guests. It uses the Web Speech API for multilingual speech recognition and text-to-speech, and Google Gemini plus Mistral AI for dynamic conversations. An admin dashboard gives managers full access to update content. Built with Next.js, React, TypeScript, Prisma ORM, and MySQL.
A full-lifecycle AI platform that automates the process from data collection and evidence management through drafting, revision, and final petition packages. Multi-LLM orchestration (OpenAI, Claude, Gemini) handles generation and quality control, with multilingual voice assistant and chatbot support.
Public examples of AI-assisted personal portfolio sites.
Note: Private projects can be shared upon request.
Click on the certificate cards to enlarge the image.

Python for Data Science, AI & Development – IBM

Developing AI Applications with Python and Flask – IBM

Generative AI: Elevate Your Software Development Career – IBM

Django Application Development with SQL and Databases – IBM

Developing Front-End Apps with React – IBM

Developing Back-End Apps with Node.js and Express – IBM

Full-Stack Application Development Capstone Project – IBM

Full-Stack Software Developer Assessment – IBM

Application Development using Microservices and Serverless – IBM

Getting Started with Git and GitHub – IBM

Introduction to Cloud Computing – IBM

Introduction to Containers with Docker, Kubernetes & OpenShift – IBM

Introduction to Web Development with HTML, CSS, and JavaScript – IBM

Software Developer Career Guide and Interview Preparation – IBM

Cybersecurity Lecturer Bootcamp Participation – CodeCrafters

Internship High Success Certificate – Near East University AI & Robotics Institute

Certificate Of Achievement – European Union (Entrepreneurship)

High Honor Student – Fall 2024-2025 (GPA: 3.93) – Near East University

High Honor Certificate – Spring 2023-2024 (GPA: 3.76) – Near East University

High Honor Certificate – Fall 2022-2023 (GPA: 3.81) – Near East University
Feel free to reach out for any inquiries or collaboration opportunities!