AI Consultant | Machine Learning Solutions | Expert Developers

不积跬步，无以至千里
不积小流，无以成江海

Great journeys begin with small steps;
mighty rivers grow from little streams.

How will AI transform Retail

Investment Whitepaper Based on sequoiacap report The $1T Opportunity to Build the Next Amazon in Retail Executive Summary Retail, a $7 trillion industry in the United States alone, has repeate...

Posted on September 03, 2025 at 12:00 AM

人工智能将如何重塑零售业

投资白皮书基于红杉资本报告打造下一个亚马逊的万亿美元零售机会核心内容摘要零售业在美国的年规模高达 7 万亿美元，并在历史上多次因技术创新而彻底变革。从工业革命到移动互联网，每一次技术浪潮都诞生了新的市场领导者和零售模式。如今，人工智能（AI）正在成为下一个范式转变，有望孕育一个可与亚马逊比肩的万亿美元级零售企业。本白皮书系统回顾了零售业八次历史性转型，并预测未来可能重塑...

Posted on September 03, 2025 at 12:00 AM

List of Python tools to structurally manipulate word document

Top Python Word-document Manipulation Tools python-docx – the most widely-used open-source library for creating, reading, and updating .docx files. Good for basic manipulation like paragra...

Posted on August 25, 2025 at 12:00 AM

Summary of SGInnovate national robotics programme tech talk

Robotic tech talk On Aug 18, 2025, I attended the robotic tech talk to learn the status and knowledge of roboic in Singapore. SGInnovate NRF tech talk. The take way from the workshop are: ...

Posted on August 18, 2025 at 12:00 AM

Build my first AI product taxi invoice metadata extraction

Background In the current era, AI is a fancy term, being talked everywhere. But when we visit and learn from SME in Singapore, it is a different scenaria. For example, ERP system in SME have not n...

Posted on August 15, 2025 at 12:00 AM

How to build frontend APP as an newbie

All my past experiences are working on developing machine learning and AI algorithms and models, build data pipeline and deploy models as API services. When building frontend UI, just use streaml...

Posted on August 04, 2025 at 04:56 PM

Resource oof AI goverance and regulation

AI goverance and regulation1. [Fairlearn is a Python package that empowers developers of artificial intelligence (AI) ](https://lnkd.in/gpi5twjY)2. [AI Fairness 360 toolkit is an extensible open-...

Posted on July 23, 2025 at 09:46 AM

ML strategy optimisation and stock trading system

This is a project what I work to optimize stock selection using ML. Finally the backend and frontend are completed recently (first version, some functions in frontend not yet optimized). The ar...

Posted on July 15, 2025 at 04:59 PM

AI assisted email system

I spent about two weeks building an intelligent email management system. The idea came from seeing someone in my WeChat community share their company’s need for intelligent email processing and t...

Posted on July 04, 2025 at 10:03 AM

Top Python Libraries for Fintech and Trading

# Fintech product development collection (Refer to https://github.com/aigaosheng/fintech_AI_product_resource.git for updated version) - Common financial risk and performance metrics. Used by zi...

Posted on May 13, 2025 at 10:52 AM