Alan Meng

June 2019 - Present

Data Link Monitoring System

Project Description:

Implemented data aggregation from various sources (Mssql, Oracle, Mysql, Postgresql, Custom API, Excel, etc.) based on rules without loss, further performing data ETL to form usable result datasets. Result datasets can be requested and shared in the form of DB, API, or Export Files. The entire data link process is built on Elasticsearch, Kibana, and Logstash to create a log-based monitoring platform, achieving end-to-end monitoring and visualization.

Responsibilities:

Led the project’s software architecture design, technology selection, core component integration, and core code writing. Also, acted as a technical manager to coordinate development progress.

October 2018 - Present

Video Gait Recognition Algorithm Evaluation System

Company: Suzhou WiseVision Information Technology Co., Ltd

Project Description:

Trained a deep neural network for evaluating and improving gait recognition algorithms based on TensorFlow. This project involved cooperation with the Galaxy Water Drop Research Institute of the Chinese Academy of Sciences (a leading international gait recognition algorithm research institution). The system includes three main modules:

1. Created a video test sample set (approximately 10,000 samples). Used distributed scheduling to call a computing cluster to perform new algorithm calculations for all test samples, resulting in a projection result set.

2. Imported the result set into TensorFlow for training as CNN/GAN.

3. Used the new sample set to verify the trained CNN/GAN and collected performance metrics.

Responsibilities:

Responsible for leading the training and optimization of neural networks and engineering the system to provide services for algorithm automated testing. Designed and participated in the entire system implementation and optimization.

June 2018 - Present

Wireless Product Cloud Platform

Company: Suzhou WiseVision Information Technology Co., Ltd

Project Description:

This project aims to develop a completely independent cloud platform system to support the management of intelligent router devices. Based on this system, all new intelligent router products that support MESH networking can work on a unified basic data platform. It offers functionalities such as real-time monitoring, remote management, smart upgrades, intelligent policy configuration, batch deployment, real-time alarm push, data statistics and analysis, custom reports, and visualization. This system provides users with a more intuitive, accurate, convenient, and reliable user experience, reducing the maintenance and iteration costs of the entire product line and improving the availability and stability of all deployed networks. The platform uses a microservices architecture, built on Spring Boot, Netty, and MQTTD, and uses MQTT combined with HTTP for terminal communication protocols. It integrates Kafka as a message queue service, Redis as a caching service, and MySQL as a DBMS.

Responsibilities:

System architecture design, main function design, core technology selection, core code writing, and management of the cloud platform and app teams.

July 2016 - May 2018

Internet Financial Services Platform

Company: Suzhou High-tech Entrepreneurship Investment Group Co., Ltd

Project Description:

Designed and implemented a technology finance data platform based on big data technologies, offering major functionalities like online training, roadshows, social networking, investment research, etc. It provides web, app, H5, and mini-program terminals. Building on this, further developed data application products and completed visualization to provide decision support for customer screening, investment models, and more.

Responsibilities:

Responsible for project function and architecture design, tackling core technical challenges, leading the team in development, and overseeing post-launch operations.

January 2014 - May 2015

Enterprise Network Behavior Analysis System

Company: Makai Network Security Technology Co., Ltd

Project Description:

Developed a data reporting interface based on data transmitted from deployed flow control devices, built a data analysis platform using Hadoop technology, and produced analysis reports based on the characteristics and patterns of network behavior data.

Responsibilities:

Product design, architecture design, leading the team in development, and deployment.

May 2013 - June 2015

China Telecom Traffic Guardian Management Platform

Company: Makai Network Security Technology Co., Ltd

Project Description:

A cloud platform provided to China Telecom system integration companies for customer service, allowing remote monitoring of flow control device status, understanding current network operation status, analyzing network traffic, providing reporting services, and configuring flow control policies.

Responsibilities:

Responsible for the entire product design, architecture design, core code writing, and implementation.

April 2009 - June 2015

Network Equipment Management Software

Company: Makai Network Security Technology Co., Ltd

Project Description:

Developed a user management program for the company’s network management devices, supporting both integrated and distributed, B/S architecture, to configure and deploy devices through a browser, obtain device operational status, and generate major data reports.

Responsibilities:

Responsible for the overall project system architecture and led the team in completing the entire project.