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.

Collection of prompt engineering

Prompty engineering is a critical part in developing AI agent. To make AI function as a particular role, e.g. insuarance salesman, insurance buyer, math teach, ....., it is necessary to write the...

Posted on April 19, 2024 at 10:17 PM

Resource collection of finance LLM

Finance knowledge graph [Github] Financial Knowledge Graphs: small scale of financial knowledge graph, download stock data, visualize graph [Github] Dynamic Knowledge Graph with Large Languag...

Posted on April 18, 2024 at 05:51 PM

MLOps roadmap 2024

The original content is in MLOps roadmap 2024, a wonderful article. I summarize the key points in the post for my reference. ID Description Resources 1 Programming- Python & IDE- Bas...

Posted on April 09, 2024 at 04:49 PM

sympy: a python package for symbolic computation

Do you still remember how to calculate difference, gradient, limit, ... in mathematic? if you forget, never mind. Here is a python package to help you. What you need: know python programming and ...

Posted on April 06, 2024 at 12:18 PM

2024 salary guide (DE, DS,AI) in Singaore

2024 salary guide (thanks recruiter firm sharing) in Singapore. In the report, it predicts demand in AI is increasing. Similarly, in US market, the stocks of AI relevant companies rocket to t...

Posted on April 05, 2024 at 10:38 AM

Singapore AI government resources

The post is credited to LinkedIn https://www.linkedin.com/feed/update/urn:li:activity:7178299726792978432/, shared here as a record. 1. AI Verify Framework🔗 https://lnkd.in/dzKG8ycs 2. Nation...

Posted on March 26, 2024 at 10:27 PM

How to draw animation graph using Graph.io

I often read the posts shared in LinkedIn, which contain the amazing animation graph. So I am thinking how do I also draw it? Previously, I shared a post, Draw.io, a beautiful tool to draw graph ...

Posted on March 22, 2024 at 11:28 AM

How to read annual report

The content in the followinbg is from a post in Linkedin author , Pieter Slegers. It is interesting to share. The 6-step framework from Aswath Damodaran You can steal it here: Have clear ...

Posted on March 21, 2024 at 10:58 PM

Fine-tuning Whisper model for speech recognition

Although OpenAI open-sourced multi-lingual Whisper model, https://github.com/openai/whisper, achived the state-of-art results in the benchmark dataset, there are many scenaria the pretrained mode...

Posted on March 18, 2024 at 10:04 PM

Document summarization and question-answering on document -LLM + LangChain

It is known that large language model (LLM) based chat can answer any query with satisfied accuracy. But when ask questions about the fact, in particular the fact is the latest reported and is no...

Posted on March 10, 2024 at 11:57 PM