Lewis Zhang

Lewis Zhang

张伟

Architect Engineer · Meridian Labs Limited

Shanghai Director, Tencent Cloud Architect Alliance / Quantitative Investor / Amateur Chef / Claude Code-Driven Engineer

Profile

Lewis Zhang (张伟) holds a Master's degree in Statistics from the Shanghai University of Finance and Economics, where his research centered on the practical application of Transformer models in finance. He currently serves as an Architect Engineer at Meridian Labs Limited, an S2-level business unit of Dreame Group, and has previously held positions at renowned organizations including IBM Research – China and RootCloud (Sany Group).

Education

M.S. in Statistics

2020 – 2022

Shanghai University of Finance and Economics

School of Statistics and Data Science

B.A. in English

2007 – 2011

Anhui Polytechnic University

School of Mechanical and Electrical Engineering

Experience

Meridian Labs Limited

2025.12 – Present

Architect Engineer

Designed and built the company's DEX matching engine and high-frequency quantitative trading system; built an internal workflow & knowledge-base platform (Dify-style)

Shanghai Meng'ou Network Technology

2022.1 – 2025.11

Architect Engineer

Built an Enterprise WeChat AI customer-service SaaS platform on Dify + ComfyUI; key clients include 森山石斛 and AI觉醒岛

Shanghai Bianjie Intelligent Technology

2021.1 – 2021.12

Project Manager

Delivered the company's consortium-blockchain system in partnership with the Hainan Free Trade Port; participated in drafting China's national standards for consortium blockchain

Polkadot

2019.5 – 2020.12

Blockchain Development Engineer

Blockchain system development and domestic staking-node deployment

RootCloud · Sany Group

2018.1 – 2019.4

Lead Developer

Designed and developed the SaaS platform for the RootCloud 4.0 IoT platform; independently designed and built a risk-control model product based on gradient-boosting models such as XGBoost

IBM Research – China

2014.1 – 2018.1

Lead Developer

Core member of the open-source Hyperledger project; contributed to the IBM–UnionPay cross-platform credit-card points redemption platform, IBM's internal hybridDB front-end, and 易见股份's accounts-receivable finance system

Publications

基于 TabNet 模型在 A 股主板市场构建多因子投资策略

Financial Market Microstructure Research and Transaction Strategy: A Transformer Model Perspective

Commercial Projects

Open Source Projects