Local Large Model Deployment and Workflow Solution
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: PyTorch + TensorFlow + Docker + Workflow Pipeline
- Features: Local large model deployment, workflow planning, model isolation and resource scheduling, multi-task parallelism and automatic retry
- Problem Solved: High enterprise data privacy and compliance requirements, latency and security risks in cloud deployment; achieved stable local hardware operation, reduced inference latency
Image Generation Model Training System
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: ComfyUI + Stable Diffusion + LoRA Fine-tuning
- Features: Image generation model training, diffusion process parameter optimization, sampling strategy optimization
- Problem Solved: Unstable generation quality of general models in specific domains; improved image consistency and detail fidelity through domain adaptation training
Large Model Fine-tuning Training Solution
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: TensorFlow + Model Fine-tuning
- Features: Large model fine-tuning, model optimization, performance tuning
- Problem Solved: Poor performance of large models on specific tasks; improved model performance in specific domains through fine-tuning
Personality Data Mining System
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: PyTorch + Pandas + NumPy + Multi-layer Neural Network + Attention Mechanism
- Features: Personality data mining, feature engineering, sequence data preprocessing, high-precision classification and prediction
- Problem Solved: Difficult feature extraction from unstructured personality data; achieved high-precision classification and prediction, improved accuracy and interpretability of psychological data analysis
Dermatoglyphics Psychology Data Modeling
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: YOLO + CNN Neural Network + Python + PyTorch
- Features: Dermatoglyphics image feature extraction, classification recognition, psychological data modeling
- Problem Solved: Complex dermatoglyphics image features and high annotation costs; improved recognition accuracy through deep learning technology, achieved automated feature recognition
AI Evaluation Mini-Program
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: SpringBoot + Vue + Model Inference Interface
- Features: AI capability evaluation, data analysis, user management, real-time evaluation
- Problem Solved: Manual and inefficient traditional evaluation processes; achieved automated online evaluation, improved user experience and data collection efficiency
Crawler Data Analysis System
2025
AI Feature Data Engineer | Dalian Hunyuan Data
- Tech stack: Python + DeepSeek R1 + Pandas
- Features: Data crawling, semantic analysis, structured output, intelligent filtering
- Problem Solved: Difficult large-scale data acquisition and high noise; achieved efficient crawling and intelligent filtering, provided high-quality training data sources
MES System Core Business Interface API Development
2024
On-site Business Engineer | Jiangsu CRRC Shenyang Aerospace
- Tech stack: SpringCloud + Vue + MasterGo
- Features: MES system core business interface API development, business principle prototype design
- Problem Solved: Complex MES system interface development and unclear business logic; clarified requirements through prototype design, improved development efficiency and system maintainability
German Standardized Industrial Protocol OPC UA National Patent
2024
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: OPC UA + Beijing Institute of Instrumentation and Automation Certification
- Features: OPC UA server R&D, industrial protocol standardization
- Problem Solved: Industrial protocol standardization challenges; achieved compatibility between domestic machine tools and standard protocols, promoted industrial data standardization
Edge Computing Industrial Big Data Distributed Data Collection Solution
2024
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: StreamPipes + MQTT + OPC UA + Unified Data Physical Model
- Features: Edge computing, distributed data collection, structured JSON output
- Problem Solved: Data silos caused by inconsistent domestic machine tool protocols; achieved real-time standardized collection, provided high-quality data sources for AI model training
Beijing Institute of Instrumentation and Automation Laboratory National Project Cooperation
2024
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Industrial Data Modeling + National High-precision Special Project
- Features: National High-precision Special Project "High-end CNC Machine Tools and Basic Manufacturing Equipment" cooperation, industrial data modeling
- Problem Solved: Industrial data modeling technical challenges; received bonuses through national project cooperation, improved technical accumulation and industry influence
AGV Tool Cart Communication Protocol Development
2023
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Custom Communication Protocol
- Features: Data transmission between AGV devices, control command issuance
- Problem Solved: Inconsistent AGV device communication protocols; established standardized communication protocols, improved device interoperability
AGV Tool Cart Management and Control Platform Development
2023
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Management Platform + Real-time Monitoring + Path Planning
- Features: AGV transportation automated control, visual monitoring
- Problem Solved: Low efficiency of manual AGV transportation scheduling; achieved automated control and visualization, improved workshop logistics efficiency
CPS Digital Twin Industrial Dashboard Design and Web Development
2023
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Vue + Three.js + Real-time Monitoring + Path Planning
- Features: CPS digital twin dashboard, workshop production status visualization
- Problem Solved: Difficult visualization of workshop production status; achieved digital twin dashboard, improved production monitoring efficiency
Zoller German Tool Presetter File Post-processing Plugin v1.0
2023
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: File Post-processing Plugin + Format Conversion
- Features: Tool data file post-processing, format conversion
- Problem Solved: Cumbersome tool data file processing; achieved automated post-processing, improved work efficiency
Machine Vision Recognition Project - OpenCV Workpiece Edge Detection
2022
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: OpenCV + Geometric Matching Algorithm
- Features: Workpiece edge detection, workpiece recognition
- Problem Solved: Manual workpiece recognition with low efficiency; achieved automated visual inspection, improved recognition accuracy and efficiency
Machine Vision Recognition Project - YOLO Inventory Worker Assistant PAD
2022
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: YOLO + OpenCV + Geometric Matching
- Features: Inventory worker assistance, automated inventory
- Problem Solved: Manual inventory work prone to errors; achieved automated inventory assistance, improved work efficiency and accuracy
Machine Vision Recognition Project - Zoller Tool Automatic Recognition Plugin v1.0
2022
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Zoller Tool Recognition + Automatic Recognition + Parameter Extraction
- Features: Tool automatic recognition, parameter extraction
- Problem Solved: Manual tool recognition with low efficiency; achieved automated recognition, improved work efficiency
Machine Vision Recognition Project - Robot-assisted Machine Tool Tool Magazine Automatic Clamping Visual Calibration
2022
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Visual Calibration Algorithm + Automatic Clamping Control
- Features: Robot-assisted machine tool tool magazine automatic clamping, visual calibration
- Problem Solved: Manual tool magazine clamping with difficult precision guarantee; achieved automated clamping and visual calibration, improved clamping accuracy and efficiency
Technical Proposal Writing and Technical Report Writing
2021
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Technical Document Writing + Standardized Documentation System
- Features: Technical proposal writing, technical report writing, technical solution organization
- Problem Solved: Non-standardized technical document writing; established standardized documentation system, improved document quality and professionalism
Machine Tool Communication Control Edge Server Program Development
2021
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Java + Web Development + MD5 Verification + Online Interface Control
- Features: Machine tool communication control, edge server program, file MD5 verification
- Problem Solved: Complex machine tool communication control; achieved edge server program, improved communication control efficiency and stability
Factory Face + Mask Epidemic Detection Recognition System
2020.4 - 2021.2
Core Developer | Dalian Guangyang Technology Group
- Tech stack: YOLOv5 + OpenCV + TensorFlow + Infrared Temperature Measurement Module
- Features: Face detection, mask recognition, infrared temperature measurement, real-time warning, data statistics
- Project Cycle: 2 months | Cost: ~150,000 RMB
- Problem Solved: Low efficiency of manual temperature measurement and difficulty in mask supervision during epidemic; achieved contactless automatic detection with recognition accuracy over 95%
Factory Electronic Fence GIS System
2020.4 - 2021.2
Core Developer | Dalian Guangyang Technology Group
- Tech stack: ArcGIS + Vue + Leaflet + GPS Positioning + Electronic Fence Algorithm
- Features: Personnel/vehicle real-time positioning, boundary crossing alarm, trajectory playback, regional control
- Project Cycle: 3 months | Cost: ~250,000 RMB
- Problem Solved: Factory security management relied on manual patrol with low efficiency; achieved intelligent regional control, improving security response speed by over 30%
Factory OA Communication Platform
2020.4 - 2021.2
Full Stack Developer | Dalian Guangyang Technology Group
- Tech stack: SpringBoot + Vue3 + WebSocket + Instant Messaging + Voice Call + Video Conference
- Features: Instant messaging, voice calls, video conferences, file sharing, organizational structure management, permission control
- Project Cycle: 4 months | Cost: ~300,000 RMB
- Problem Solved: Dispersed internal enterprise communication and lack of unified collaboration platform; achieved one-stop office communication, improving team collaboration efficiency by over 40%
Factory Smart Catering System Voice Control Terminal
2020.4 - 2021.2
Core Developer | Dalian Guangyang Technology Group
- Tech stack: Python + Alibaba Cloud Voice API + Voiceprint Recognition + TTS Voice Synthesis
- Features: Voice ordering, intelligent reply, order management, voiceprint identity verification, sterile dining channel control
- Project Cycle: 2 months | Cost: ~120,000 RMB
- Problem Solved: Inconvenient manual ordering in sterile environment and low delivery efficiency; achieved voice interactive ordering system, improving delivery efficiency by over 50%
Machine Tool Management and Control Integrated Platform Development v1.0
2020
Full Stack Engineer | Dalian Guangyang Technology Group
- Tech stack: Java + Web Development + Communication Module
- Features: Machine tool management and control integration, communication module development, file MD5 verification, online interface control
- Project Cycle: 12 months | Cost: ~500,000 RMB
- Problem Solved: File transmission prone to errors and lack of traceability; achieved one-click deployment and zero configuration, reduced implementation difficulty
WeChat Merchant Cashier System Development
2019
Full Stack Engineer | Dalian Weilian
- Tech stack: SpringBoot + Hbuilder + Payment Function
- Features: WeChat merchant cashier, payment integration, data reports
- Problem Solved: Low merchant cashier efficiency; achieved intelligent cashier system, improved transaction efficiency
Digital Marketing Promotion Platform V2
2019
Full Stack Engineer | Dalian Weilian
- Tech stack: SpringBoot + Vue + H5 Payment Invocation
- Features: Digital marketing promotion, H5 payment, data reports
- Problem Solved: Separated merchant cashier and promotion; achieved integrated management, improved transaction efficiency and marketing effectiveness
Overseas Independent Station Platform
2019
Full Stack Engineer | Dalian Weilian
- Tech stack: React + NodeJS + SEO Optimization + Multi-language Support
- Features: Overseas independent station, e-commerce site, SEO optimization
- Problem Solved: Slow loading and low search ranking of overseas sites; optimized front-end rendering and back-end API, improved user experience
Crawler System Development
2018
Full Stack Engineer | Dalian Weilian
- Tech stack: Python + Django
- Features: Data crawling, data processing, automated crawling and real-time push
- Problem Solved: Manual and inefficient data collection; achieved automated crawling and real-time push
WeChat Mini Program Development
2018
Full Stack Engineer | Dalian Weilian
- Tech stack: Hbuilder
- Features: WeChat mini program development, mini program function integration
- Problem Solved: Low mini program development efficiency; achieved rapid development and deployment
Client Project Prototype Drawing
2017
Full Stack Engineer | Dalian Weilian
- Tech stack: Modao + Hyper
- Features: Client project prototype drawing, requirement analysis, prototype design
- Problem Solved: Unclear requirement communication; clarified requirements through prototype design, improved development efficiency
WeChat Mini Program Development
2017
Full Stack Engineer | Dalian Weilian
- Tech stack: Hbuilder
- Features: WeChat mini program development, mini program function integration
- Problem Solved: Low mini program development efficiency; achieved rapid development and deployment
Digital Marketing Promotion Platform V1
2016
Full Stack Engineer | Dalian Weilian
- Tech stack: PHP5.2 + ThinkPHP4 + WeChat Public Account Message Template
- Features: Digital marketing promotion platform, landing page, reservation system
- Problem Solved: Dispersed marketing activity management; achieved unified platform, improved promotion efficiency
GPS Group - LBS System Development
2015
Java Engineer | Dalian Yunfan
- Tech stack: ArcGIS + LBS System
- Features: LBS system development, geographic information business development
- Problem Solved: Complex geographic information business development; achieved LBS system functions, improved development efficiency
Geographic Information ArcGIS Business Development
2015
Java Engineer | Dalian Yunfan
- Tech stack: ArcGIS + Map Data Processing
- Features: Geographic information business development, map data processing and display
- Problem Solved: Difficult geographic information data processing; achieved map business functions, improved user experience
Android Testing, Web Testing
2015
Java Engineer | Dalian Yunfan
- Tech stack: JQuery + Html5
- Features: Android testing, Web testing, automated testing
- Problem Solved: Low testing efficiency; achieved automated testing, improved testing quality
Single-chip Microcontroller Embedded Code Testing
2014
Embedded Engineer (Intern) | Dalian Neusoft
- Tech stack: Single-chip Microcontroller + Embedded Code
- Features: Embedded code testing, function verification, performance verification
- Problem Solved: Difficult embedded code testing; verified functional stability through systematic testing
Schematic Drawing
2014
Embedded Engineer (Intern) | Dalian Neusoft
- Tech stack: Schematic Drawing + Hardware Design
- Features: Schematic drawing, hardware design documentation
- Problem Solved: Low schematic drawing efficiency; achieved standardized drawing, improved design quality
Dalian Hanyi Wenchuang Cultural and Creative Derivatives Platform (Website + WeChat Mini Program) Blockchain Art Derivatives
2018.12 - 2019.12
Full Stack Engineer
- Tech stack: Website Development + WeChat Mini Program + Blockchain Technology
- Features: Cultural and creative derivatives platform, blockchain traceability and rights confirmation
- Problem Solved: Traditional cultural and creative products lack digital traceability mechanisms; achieved uniqueness authentication and anti-counterfeiting of art derivatives through blockchain technology
Shanghai Fangduola Real Estate Agency Platform (Website + WeChat Mini Program)
2018.12 - 2019.12
Full Stack Engineer
- Tech stack: SpringBoot + Redis + MybatisPlus + Thymeleaf + Mini Program Native + Python + FastAPI + MySQL
- Features: Real estate agency platform, data collection, property listing display
- Problem Solved: Property information is scattered and not updated in time; achieved automated collection and real-time display of property data, improved agency efficiency
China Agricultural University Agricultural Pest Marking Platform
2018.12 - 2019.12
Full Stack Engineer
- Tech stack: Image Annotation + Data Management
- Features: Agricultural pest marking platform, pest image annotation, data management
- Problem Solved: Agricultural pest data lacks systematic management; established pest marking platform, supporting scientific research data collection and analysis
Dalian Neusoft Process JS Interactive Multimedia Teaching Platform Development
2018.12 - 2019.12
Full Stack Engineer
- Tech stack: Process JS + Multimedia Interaction
- Features: Interactive multimedia teaching platform, multimedia content interaction, teaching management
- Problem Solved: Traditional teaching platforms lack interactivity; achieved rich multimedia interactive experience through Process JS
Shenzhen Baochao Technology Jewelry Blind Box Cabinet (Website + WeChat Mini Program)
2019.1 - 2019.12
Full Stack Engineer
- Tech stack: Website Development + WeChat Mini Program
- Features: Jewelry blind box cabinet system, blind box product management and sales
- Problem Solved: Traditional jewelry sales model is single; improved user participation and purchase experience through blind box model
Smart Medication Platform + Smart Medicine Box R&D
2019.1 - 2019.12
Full Stack Engineer
- Tech stack: OCR Scanning + Liveness Detection + Private Cloud + Big Data + Online Consultation + Online Guidance + WeChat Pay 3.0 + HBase + Phoneinx
- Features: Smart medication platform, smart medicine box, medication reminder, online consultation, smart guidance
- Problem Solved: Traditional medication management lacks intelligence; achieved full-process services such as medication reminders, online consultation, and smart guidance
Shanghai Fangduola Home Buying Platform
2018.1 - 2018.12
Full Stack Engineer
- Tech stack: User End + Broker End + VR Home Viewing + Video Watermark Slicing
- Features: Home buying platform, VR home viewing, video watermark protection
- Problem Solved: Home buying experience lacks immersion; improved user experience through VR home viewing, video watermark protects property content
Zhongdeng Technology Zhuangdeng.com - Zhongdeng S2N Mall Architect
2016.1 - 2017.12
Architect
- Tech stack: Spring + Zookeeper + Dubbo + SpringDataRedis + Solr + AngularJS + JQuery + Freemarker + JUnit + Mybatis + Apache ActiveMQ + WeChat Pay + Ali Dayu SMS + Baidu Map API + CAS
- Features: Java Spring microservice project, merchant backend, O2O worker end, user end, operation end, online WeChat red packet, hundred cities thousand workers settlement
- Problem Solved: Original system architecture is old with poor scalability; achieved system decoupling through microservice architecture, improved scalability and maintainability
Dalian Weilian Network Technology Dalian Yousheng Platform Cooperation
2015.7 - 2016.1
Full Stack Engineer
- Tech stack: E-commerce Points Business + NFC Near-field Application + Bluetooth Beacon + WeChat Device + WeChat Coupon Notification + Third-party Activity Development
- Features: Distribution reward backend, card opening and coupon verification, NFC near-field application, WeChat coupon notification, third-party activities, cloud supervisor video module
- Problem Solved: Traditional marketing methods are inefficient; improved marketing efficiency and user experience through NFC, WeChat coupons and other technologies
Dalian Yunfan Dalian Jinzhou Municipal GIS Project (Cloud Platform End)
2014.6 - 2015.6
Software Development Engineer
- Tech stack: Spring + JSP + ExtJS + JQuery + JUnit + Ibatis + ArcGIS Platform + Dalian Jinzhou Municipal Cloud Map CAD Data + Dalian Jinzhou Municipal Sanitation Facility GPS Data
- Features: Business unit module development, code review, frontend page implementation, map icon element construction, map marking
- Problem Solved: IE browser compatibility and map element construction difficulties; achieved cross-browser compatibility and standardized map element construction through Extjs
Lingjing MCP Smart AI Mirror
In Progress
Independently Developed Product
- Edge human-computer interaction terminal, solving appearance anxiety problems
- Software and embedded devices have achieved joint debugging
- Display website, available for offline demonstration
Agent RAG-NoteBook
In Progress
Independently Developed Product
- Will be presented as a set of teaching aids for offline AI lectures
- Let students easily master the development of "minimum" scale vector query note systems
- Available for offline demonstration
Agile Development Project Management System
2016.1 - Present
Open Source Project
- One of the first Feishu users, insisting on using Feishu for agile team development and project management
- Self-developed agile development project management system open source project
- GitHub: https://gitee.com/wulon/mk-teamwork-server
- 600+ stars