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 streamlit or gradio for proof-of-concept (POC). But you know, these...
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-source library containing techniques developed by the research community to help detect and mitigate bias in...
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 architecture of backend and frontend are shared in the following:...
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 their search for solution partners, so I decided to build...
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 zipline and pyfolio, [empyrical](https://github.com/quantopian/empyrical/tree/master)- Python library for performance and risk analysis of financial portfolios that works well with the Zipline open...
Don't Make the Mistake of Thinking That What's Now Happening is Mostly About Tariffs (from X, Ray Dalio)
Don't Make the Mistake of Thinking That What's Now Happening is Mostly About Tariffs At this moment, a huge amount of attention is being justifiably paid to the announced tariffs and their very big impacts on markets and economies while very...
Deploy local chatgpt or deepseek like application using gptme
If you are concern privacy issue or cost of running agent based application, now you can do it by setup local application using GPTME: personal AI assistant/agent in your terminal. Currently the repository cannot well support local models. If you...
Hallucination (error) never disappears in LLM because of its probability nature
Today another bad practice (Hallucination) using generative AI in product is pop up in news and social media. Here is a report from BBC Google remakes Super Bowl ad after AI cheese gaffe. Hallucination is a nature of generative AI,...
