先生's Resume

先生

AI related

Male

45 y/o

CTO/CIO/VP of Technology

Live in Shenzhen

Nationality China

Summary

Industry experience In 2017, I entered the AI industry and accumulated rich industry experience, as well as a deep understanding and unique recognition of China's AI development and applications. It has covered a wide range of industries and has a broader vision and industry knowledge of the IT industry, mainly including LLM、AIGC, AI intelligent engine and application development, big data, cloud computing/cloud storage, distributed storage, embedded systems, IoT edge computing and Internet technology etc. Customers include government, new medical, new retail, Internet and large manufacturing enterprises. Technical Capabilities Years of focus on the AI field, familiar with the combination of AI technology and application scenarios, as well as AI algorithm engineering (0-1 experience). I am particularly skilled in visual processing of CV/ LLM , traditional machine learning, neural networks, knowledge graphs, and have extensive experience in multimodal AI technology. Having extensive experience in the development of large-scale distributed systems, including architecture design and development of AI and big data platforms/frameworks, cloud computing architecture, cloud storage architecture, distributed storage, IaaS cloud computing platforms, large-scale IoT platform architecture design and development, server, storage, and computing power virtualization product development, and years of software development technology accumulation and precipitation, familiar with platform application development. Familiar with distributed technology, concurrent storage of massive data, and data protection mechanisms. Be familiar with Internet development technology, including Java, C++, Python, Ajax/REST/JSON and other technical details and frameworks, design, implement and operate large network platforms. Familiar with and knowledgeable about the product ecosystem of LLM industry, vertical industry scenario applications, model adaptation and implementation, understanding of Agent technology frameworks and development applications (LangChain, RAG, Agent, knowledge base construction, etc.), familiar with mainstream open-source LLM (e.g. ChatGLM, Baichuan, Qwen, DeepSeek, LLaMA2, Stable Diffusion, LLM4Med, etc.) Management Ability Specific and rich experience in product development, and project development management, building and managing over 120+ large R&D teams, familiar with and implementing CMMI-5, familiar with multiple stages and priorities in the development project cycle including planning, architecture, design, development, and testing. I have over 12+ years of experience in production and development management, and have held various roles including team management, software development, process improvement, system architecture, project & product management, and supplier management. Having a good sense of product market, able to effectively grasp the development direction of product market integration, with strong market sensitivity, emphasizing user experience and product details. Successfully developed multiple hardware products and software platforms. (Especially with experience in implementing 0-1 AI algorithm engineering projects) Skilled in communicating and handling work relationships between different departments, coordinating resources from various departments of the company to facilitate product development and market expansion. Comprehensive knowledge innovation, organizational development, and market analysis. Strong desire to explore, eager to understand how to work and how to improve. Strong market trends and frequent contemplation of 'outside the box'. Good communication and interpersonal skills, and experience in managing software professionals with over a hundred people. I have experience working with teams from multiple disciplines across different language and cultural backgrounds, such as Europe, the United States, Singapore, and India. Having a sense of career ambition, enterprising spirit, and responsibility, able to work under great pressure, strong in teamwork and cooperation, steady in handling affairs, always believing that opportunities favor those who are mentally prepared. Interests and hobbies: -Innovation in new technologies; -Personal investment and financial management; -History and philosophy (enjoy exploring their clues to find the relationships and origins between them); -Football, swimming, mountain climbing, Tai Chi (Chen's style), and Kunqu Opera.

Work experience

Senior Director
A large model startup company
2024.02-Current
(a year)
Responsibilities and Achievements: &&& -0-1 establishment of a 20+ AI R&D team, including product development, algorithms, project management, delivery, and operations; -Fully responsible for the comprehensive management of AI production and development teams (R&D, product, project management, R&D system building, and process mechanism optimization, etc.); -Establish a reasonable R&D team talent pool, cultivate and enhance the team's sustained competitiveness to meet changing business needs; -Plan, manage, and control the team's progress, quality, and cost budget to align with the organization's defined scope and predetermined goals; -Responsible for formulating technology development strategies, annual management and R&D plans, and budget proposals, coordinating resources from various links and departments, and promoting team work to ensure the efficient and reliable operation and implementation of the company's various businesses; -Lead the development of the core technology roadmap (RoadMap), major technic
Senior Director of Engineering
Beijing Kuangshi Technology Co., Ltd（ Megvii旷视，http://en.megvii.com/ ）
2020.11-2023.12
(3 years)
Responsibilities and Achievements: &&& -0-1 formation of a product and development team of over 100 people, including product development , algorithms, project management, delivery, and operations; -Fully responsible for R&D comprehensive management (R&D, product, project management, R&D system building, and process mechanism optimization, etc.); -Establish a reasonable R&D team talent pool, cultivate and enhance the team's sustained competitiveness to meet changing business needs; -Plan, manage, and control the team's progress, quality, and cost budget to align with the organization's defined scope and predetermined goals; -Responsible for formulating technology development strategies, annual management and R&D plans, and budget proposals, coordinating resources from various links and departments, and promoting team work to ensure the efficient and reliable operation and implementation of the company's various businesses; -Lead the development of the core technology roadmap (RoadMap), major technical decisio
Director of Engineering/Co-founder of AI Technology
Open Intelligent Machine Technology Co., Ltd（ OpenAI lab ）
2018.04-2020.11
(3 years)
Responsibilities and Achievements: &&& - Based on the ARM ecosystem and AI technology joint creation (valued at 600 million-B round), - 20+members of the production and development team have experience in 0-1 formation, 0-1 and 1-100 product planning, and R&D implementation, - Successful commercialization benchmark projects: Daqing Oilfield, Wuhan Iron and Steel, Sichuan New Hope, and several regional cities' smart digital transformation, with a cumulative contract delivery amount of 200+ million yuan
Senior Technology Manager
Philips
2012.01-2017.04
(5 years)
Responsibilities and Achievements: &&& -Experience in development, project management, and product management with a technical team of over 20 people; -Build and lead the architecture design and post optimization of SmartHome AIoT platform and big data products, including distributed storage/load balancing/data collection/transmission, parallel real-time (Spark streaming)/offline computing (MR), App business access/basic service middleware/data storage/data mining, and business recommendation; -Responsible for formulating management and R&D plans, coordinating resources from various links and departments, promoting team work, and ensuring the efficient and reliable operation of the company's various businesses; -Responsible for developing the core technology roadmap (RoadMap), devising development plans, and ensuring that the company's technological development is at the forefront of the industry; -Responsible for verifying key technologies and core technology research and development on the product platform,
System Architect，SE
Tongzhou Electronics Co., Ltd（Coship）
2009.10-2011.11
(2 years)
Responsibilities and Achievements: &&& -Cultivate and enhance the team's sustained technical competitiveness to meet changing business needs; -Plan, manage, and control the team's cost budget to align with the organization's defined scope and predetermined goals; -Lead the development team to reconstruct a new architecture, develop, implement, and form a second-generation CDN product line based on the NGOD framework, and build an end-to-end overall solution with key business components such as BOSS; -Research different competitors (such as Huawei, Cisco, Akamai, ZTE, and Motorola) and identify potential collaborators (such as Huashu, Shanghai Wenguang, Gehua Cable, and Comcast), and evaluate their potential cooperation to win market strategies from the perspectives of technology, resources, and product competitiveness; -Understand business requirements with key stakeholders (business, developers, and testers). Draft and define technical specifications and end-to-end solutions, identify potential opportunities
Senior R&D Engineer
Dvision Technology Co., Ltd（ Dvision ）
2001.05-2009.09
(8 years)
Responsibilities and Achievements: &&& Core members of the video conferencing system development team -Focus on resource managers and client management systems; -Design and Implementation of Prototype Model -Suggest and introduce new design patterns (such as: Factory method, Command） -Design and implement a secondary encapsulation standard interface based on existing database systems -Draft, refine, and finalize key technical documents, including software technical specifications and functional requirement specifications -Undertake and implement some core modules (such as capability set management, multi-level interconnection, and multi-level forwarding) and GUI design &&& -Importing prototype models to simplify and reduce the cost and risk of the development lifecycle; -The introduction of new design patterns and clear hierarchical system structure (business logic, operational logic, and data logic) facilitate development and later maintenance; -The secondary encapsulation standard interface of the datab

Projects

AI foundation、Intelligent Customer Service (AI assistant)
AI Group, Senior Director
2024.02-Current
(a year)
Project Description: 1. Building vertical industry models (fine-tuning, training) based on open source models (Qwen2, ChatGLM etc), constructing industry knowledge bases (e.g. big health - smart healthcare, smart-travel, etc.) 0-1 to form a company level AI foundation, and encapsulating standard interfaces to provide AI capabilities; 2. Intelligent Customer Service (ICS，AI assistant, phases 1/2/3), with main functions including 2D/3D digital human, customer service dialogue, work orders, process orchestration, rule engine/visualization/permission management, etc. The intelligent customer service integrates the AI base and connects the two business lines of smart travel and smart healthcare, achieving a closed loop of AI+application scenario business
AI Intelligent Platform (AiPaaS+SaaS + Training & Inference)
EBG, Senior Director of Engineering
2020.11-2023.12
(3 years)
Project Description: 1. Based on our self-developed AI intelligent platform (AiPaaS+SaaS), we provide third-party AI/big model+IoT/cloud services/big data overall solutions, covering areas such as smart cities/communities/smart homes/smart healthcare/e-government, etc. 2. Based on the SpringBoot+PingCloud microservice framework, device access/management/control, edge services (ES)/face recognition/speech recognition, training&inference, model generation/publishing/trading (algorithm application store)/security authentication/rule engine/data center&visualization/permission management/API gateway, etc. Open up standardized APIs/SDKs to the outside world and integrate with third-party proprietary clouds/public clouds (e.g. AWS/Aliyun/Azure, etc.) to quickly build an AI&big model+BigData+Cloud+IoT overall solution. 3. This platform is an AI engineering platform positioned as an AI PaaS platform based on IaaS. Aiming to flexibly build various AI full stack basic services on artificial intelligence, default built-
SmartHome Platform (PaaS + SaaS) , Big data products
HC&V, Senior Technical Manager
2012.01-2017.02
(5 years)
Project Description: 1. The goal of this project is to develop an IoT platform for Philips to achieve underlying support for IoT intelligent business scenarios, including device access/management/control, edge services (ES)/face recognition/speech recognition, training/inference/model generation/publishing/deployment/security authentication/rule engine/data center&visualization/permission management/API gateway, etc. Open standardized API/SDK to the outside world. The platform has a high level of stability, reliability, and high concurrency, as well as high availability and elastic scalability, due to its ability to train and publish proprietary models, run multiple versions in parallel, and monitor inference service operations and maintenance, providing overall front-end application support. Successfully launched products with over 100 million registered users and millions of active users worldwide. 2. The overall design is based on the elastic and scalable infrastructure K8s microservices framework, and the
2nd generation CDN
System Architect，SE
2009.10-2011.12
(2 years)
Project Description: The technology used to improve the quality of network content distribution, reduce the transmission load of backbone networks, and reduce the access load of program sources consists of a media resource description library, media storage sources, edge cache, and distribution control center. Developed strictly in accordance with NGOD standards and incorporating the concept of triple play, it can support various services of triple play, comprehensively solve network congestion from a technical perspective, make content transmission faster and more stable, achieve efficient uploading and downloading of programs, organize content distribution, planning and management of content storage, and improve the quality of services or services obtained by users. With middleware as the core, we provide operators with operable, manageable, and maintainable solutions and services to meet their different business needs at different times, and provide end customers with exciting multimedia entertainment exp
FOCUS6100 、FOCUS8600 Video Conference Management System
Senior R&D Engineer
2003.09-2006.12
(3 years)
Project Description: FOCUS8600, It is the core equipment in DvisionVideo's comprehensive video solution. This series adopts a telecommunications grade modular architecture design, fully supporting ITU-T H.263 and H.260 protocols, and fully supporting 720P, 1080i, 1080P ultra clear video and broadband voice. Provide a variety of business boards that can be flexibly matched according to user needs to meet the various video conferencing application needs of different industries. It can be widely applied in various fields such as government agencies, military, public security, electricity, education, healthcare, finance, and telecommunications operators. Project Description: FOCUS 6100 is a multimedia access exchange platform for IP networks, using industry standard H.263 technology, supporting multiple video and audio encoding and decoding formats, 720P high-definition video, and H.239 dual stream function, which can achieve seamless transmission of voice, image, and data, with excellent scalability and intero

Educational experience

Harbin Institute of Technology
Computer Software
2004.09-2007.11
(3 years)
Harbin Institute of Technology Master's degree，Computer Software Sep 2004 - Nov 2007 Description: - Area: Video&Audio Network Transmission Technology, System Software Architecture, Design Pattern.
Tianjin University
Information Management and Information Systems
2001.09-2004.07
(3 years)
Tianjin University Bachelor's degree，Information Management and Information Systems Sep 2001 - July 2004 Description: - Area: XML, Software Develop Method, Software Architecture.
Tianjin Normal University
Computer Applications and Technologies
1996.07-1999.09
(3 years)
Tianjin Normal University College degree，Computer Applications and Technologies Sep1996 - July 1999