👋 About Me

Hi! I’m Fudi Wang - an undergraduate in Intelligent Science and Technology at the College of Artificial Intelligence, Southwest University. I spend most of my time where ideas meet reality: turning research concepts into systems that actually run fast, stable, and at scale.

My current focus is LLM systems, distributed inference optimization, and edge-cloud collaborative deployment. I especially enjoy the engineering puzzle of balancing model quality with real constraints like latency, throughput, and deployment cost — to enable efficient on-device deployment on platforms like Orange Pi and Jetson.

Outside experiments and coding, I like building practical tools and working with teams to ship things from “interesting prototype” to “usable product”.

I plan to pursue a master’s or direct PhD program starting in Fall 2027, and I warmly welcome research collaborations and academic exchanges in any form!

🔬 Research Experience

Dual Balanced Large Marginal Machine for Imbalanced Classification

2024.09 - Present

• Proposed an improved decision-boundary framework for imbalanced classification
• Built a Dual Margin constraint mechanism to improve minority-class boundary stability
• Conducted systematic experiments on public datasets with comparisons to SVM and Random Forest baselines
• Implemented algorithm and evaluation pipeline with Scikit-learn
• Paper submitted to an SCI journal (Under Review)

🚀 Selected Projects

🛡 OmniGuard - Multimodal Risk Content Detection System

Role: Technical Lead (Huawei ICT project)

GitHub: Blue16-WangFudi/OmniGuard

• Built a multimodal inference system based on Huawei ICT stack (ModelArts / OBS / IoT Edge / IoTDA)
• Designed a LangChain + PyTorch multi-agent framework for joint text-image risk detection
• Optimized batching and scheduling, improving GPU utilization by 40%+ and reducing latency by 35%
• Awards: Huawei ICT Global Final (Second Prize), Huawei ICT China Final (First Prize), CRAIC National Second Prize, Challenge Cup National Second Prize, AIC Algorithm Elite Competition National First Prize

🌍 WiseJourneyUnbound - Software-Hardware Collaborative Smart Tourism Platform

Role: Technical Lead (enterprise challenge project)

GitHub: Blue16-WangFudi/wise-journey-unbound

• Applied LoRA-based domain adaptation with multimodal tourism data
• Designed an edge-cloud collaborative architecture with decoupled generation and real-time interaction modules
• Deployed lightweight inference modules on edge devices for better responsiveness
• Award: Challenge Cup National Special Prize (real-world task proposed by China Mobile)

🐾 CampusCat (XiaoXiMiao) - Campus Navigation and Student Life Assistant

Project page: CampusCat

• Huawei Ascend Developer Competition (Northwest Region Bronze, 16/300)
• Selected to incubate in the TianShengYouWei innovation space
• Led MVP development and patent filing, driving campus scenario digitalization

⚙ ZhiQing AnHang - Aero Engine Gear Health Management Platform

GitHub: Blue16-WangFudi/gear-defect-detection

• Built modular inference services with Docker
• Implemented decoupled architecture for data storage and prediction services
• Completed model training, edge deployment, and debugging
• Used SolidWorks / Blender for modeling and synthetic data augmentation
• Award: Challenge Cup (Jie Bang Gua Shuai) National Special Prize

🎮 VerseVista - Generative AI VR Classical Poetry Learning Platform

GitHub: Blue16-WangFudi/VerseVista-VR

• Built Unity VR + LLM interactive learning workflows with immersive scene simulation
• Award: Chongqing First Prize, National College Innovation & Entrepreneurship Challenge (2024.08)

📘 BrightMinds - Smart Early Childhood Education Platform

GitHub: Blue16-WangFudi/brightminds

• Flutter + SpringBoot system integrated with Alibaba Bailian and CozyVoice (TTS/STT/Qwen-VL)
• Awards: National First Prize in Computer Design Competition; Top 30 in Alibaba Cloud AI+Hardware Innovation Competition

🏆 Awards

In the competitions below, I mainly served as technical lead, responsible for system architecture, engineering implementation, CI/CD, pitch delivery, and defense.

• 🏆 2024.11 The 19th Challenge Cup National College Extracurricular Academic Science and Technology Works Competition (National Special Prize, “挑战杯” 全国特等奖)
• 🥇 2025.04 The 9th Huawei ICT Competition China Final (National First Prize)
• 🥇 2025.11 The 7th Global Campus Artificial Intelligence Algorithm Elite Competition (National First Prize)
• 🥈 2024.11 The 19th Challenge Cup National College Extracurricular Academic Science and Technology Works Competition (National Second Prize, “挑战杯” 全国二等奖)
• 🥈 2025.05 Huawei ICT Competition 2024-2025 Global Final (Global Second Prize)
• 🥈 2025.08 The 27th China Robotics and Artificial Intelligence Competition (National Second Prize)
• 🥉 2025.12 Huawei Ascend AI Innovation Competition 2025 (Northwest Region Bronze)
• 🥉 2025.07 The 2nd National College Career Planning Competition (National Bronze)
• 🌟 2024.11 Alibaba Cloud AI + Hardware Innovation Competition (National Top 30)
• 🌟 2024.08 2024 China Collegiate Computer Design Competition (National Excellence Award)

In total: 14 national/international awards, 14 provincial/ministerial awards, 3 patents (including 1 accepted), 2 software copyrights, and 3 provincial innovation projects as PI/co-PI.

🎓 Scholarships and Honors

• 2025.12 Xiaomi Scholarship (Ranked 1st in department)
• 2025.12 National Scholarship (Ranked 1st in department)
• 2024.12 Outstanding Student Model (College level, ranked 1st in department)
• 2024.12 National Scholarship (Ranked 1st in department)
• 2021.10 New Era Youth Science Innovator (Leshan & Emeishan)
• 2021.09 Sichuan Association for Science and Technology Chairman Award (1/50 in Computer Science)

Additional honors: Two consecutive years of Outstanding Student awards, Excellent Youth League Member, Innovation & Entrepreneurship awards, Volunteer Service awards, and overseas-study honors (14 in total).

🚀 Innovation and Engineering Practice

Jianshu Technology (Chongqing) Co., Ltd.

• Co-founded a technology team and led system architecture and core R&D
• Website: jianshutech.net
• Incubated the CampusCat AI product, with 7-day retention reaching 80%+ in MVP stage

Liangjiang Robotics Team, Southwest University

• Founder and team captain
• Website: liangjiang.team
• Won RoboCon National Third Prize for two consecutive years; currently preparing for 2026 competitions

SimploX Lab

• Founder and lead, driving outputs in hardware/software patents, copyrights, and submitted papers
• Website: simplox.tech

🌏 Leadership and International Exchange

🇭🇰 HKUST | 2025.01

• 🧭 As team lead, I took charge of topic selection, research design, and final presentation, focusing on smart tourism and urban service scenarios.
• 🌟 Produced the research report Smart Cities - AI Applications in Cultural Tourism and Risk Management, and for its rigor I received a recommendation letter from Prof. Mansun Chan.

🇬🇧 Loughborough University Exchange Program | 2025.02

• 🤝 Participated in an AI × Art interdisciplinary workshop and led a cross-disciplinary team exploring Stable Diffusion and VQ-VAE for digital art and music generation.
• 🏅 As team lead and academic representative, I was awarded “Outstanding Participant” and “Best Student” (the only award recipient in the project team).

🇨🇳 China Youth University of Political Studies | 2025 - Present

• 🗣️ Selected from the top 1% nationwide into the National Youth Marxist Training Program and delivered 10+ campus talks.
• 🧭 As interview-group lead, I conducted field research in Suzhou and Nanjing, producing five research reports, one of which was rated as university-level excellent.
• 🌱 As an Outstanding Campus Youth Marxist representative, I spoke at the closing ceremony of Phase 9 and opening ceremony of Phase 10 of SWU’s Youth Marxist student-leader training program.

📧 Contact

• 📍 Chongqing, China, College of Artificial Intelligence, Southwest University
• 🌐 Blog: blue16.cn
• 💻 GitHub: Blue16-WangFudi
• 📄 Chinese Resume (PDF)
• 📄 English CV (PDF)
• 📧 Academic Email: blue16@email.swu.edu.cn
• 📧 Personal Email: fudiwang655@gmail.com