AI-Powered Job Market Intelligence Platform | Bachelor's Thesis | 2025-2026, Python, Scrapy, Selenium, BERT, PyTorch, React, Node.js, Express.js, PostgreSQL, Recharts, Designed and built an end-to-end job market intelligence system for university students, Implemented web scraping from Indeed, LinkedIn, and Zhaopin using Scrapy + Selenium, Fine-tuned BERT (bert-base-uncased) on 3,000 annotated job descriptions for skill extraction, Achieved 92.3% weighted F1-score on NER task (technical skills, soft skills, tools), Built full-stack web app with 7 interactive dashboards: skill demand, trends, geography, correlation heatmap, Developed 14 RESTful API endpoints with JWT auth, pagination, and filtering, Implemented Jaccard similarity analysis for skill co-occurrence patterns, Key findings: Python-ML-Data Analysis cluster, React-JS-TypeScript frontend stack, Docker-K8s-AWS DevOps track, Online Bookstore Web Application | Software Design Course | 2024, PHP, MySQL, Bootstrap 5, JavaScript, HTML/CSS, XAMPP, Developed a full-featured e-commerce bookstore with user and admin portals, Implemented user authentication, book catalog with search/filter, category/author browsing, Built admin dashboard for CRUD operations on books, categories, authors, and users, Designed relational database schema with foreign keys and auto-increment indexing, Integrated file upload system for book covers and PDF downloads, Used PDO for secure database connections with prepared statements, EvilHuman Mobile Game Development | Software Project Management | 2025, Unity3D, C#, Blender, Mixamo, Project Management, Led a 6-month game development project as Project Manager overseeing 5 team members, Designed game mechanics, player types (Bartle taxonomy), and monetization strategy, Managed $1,600 budget across software, assets, testing, and marketing, Implemented free-to-play model with Unity integration, Created comprehensive project plan: 11 phases from planning to long-term analytics, Conducted risk management, user testing, and post-launch iteration planning