Personal details

Tony S. - Remote

Tony S.

Timezone: Singapore (UTC+8)

Summary

  1. AI apps development (chatbots, content automation, decision making)

My tech stack is:

  • Python
  • OpenAI API (GPT-3.5, GPT-4)
  • LangChain
  • Pinecone
  • Flask/Streamlit
  • Git
  • Docker
  1. Prompt Engineering

I've dedicated 800+ hours this year alone writing prompts and teaching it to others.


I'm an entrepreneur and coder with experience in marketing (19y) data science (10y) and AI (1.5y).

Some of my AI work:

  1. An LLM app that collects, overviews and asnwers questions about AI news and other AI related content. The tool also creates social media content based on these overviews for me.
    https://www.youtube.com/watch?v=0fDhtJ8PxLk

  2. Prompt Engineering case-study: https://www.notion.so/valueto/Prompt-Engineering-Case-Study-collecting-categorising-and-repurposing-content-by-Tony-AI-Champ-43354a95777a49fb90e1f35c5385ca1d

  3. Airi Onboardwell, an AI conversational chatbot. In this instance, Airi is trained on data about a social media role in the company named InsightWhale (that serve web3 clients) to help new employee on this role onboard faster and save InsighWhale 1 salary out of 6 that a company normally spend on onboarding a new employee. You can ask her questions about the role details. Airi is trained the way that if she doesn't know the answer, she will raise the question to the relevant person in the company, get an answer and memorise it so that next time a similar question emerges, she can answer it.
    https://aiemploy-ee-airi-onboardwell-flask-sg.onrender.com

  4. My Udemy prompt engineering course with over 1700 students with an average rating of 4.5/5: https://www.udemy.com/course/chatgpt-for-data-science-and-data-analysis-in-python/

Work Experience

AI developer and consultant
AICha.mp | May 2022 - Present
Python
Git
Database
PostgreSQL
GitHub
Docker
NLP (Natural Language Processing)
Chatbot
OpenAI
Helping businesses utilize generative AI and develop LLM-powered apps to save time, money, increase revenues and raise more investment.
CEO & Founder
InsightWhale | Dec 2014 - Present
Google Analytics
Google Tag Manager
Mixpanel
Data Visualization
Tableau
Microsoft Power BI
InsightWhale is an agency that helps companies worldwide become data-driven. We create measurement frameworks, setup cross-cutting analytics, complex dashboards and help make use of data to optimize your site or mobile app for conversions and sales.

Personal Projects

2023
Python
Git
Flask
PostgreSQL
GitHub
SQLAlchemy
Docker
OpenAI
An LLM app that collects, overviews and asnwers questions about AI news and other AI related content. The tool also creates social media content based on these overviews for me.
Prompt Engineering case-studyIconOpenNewWindows
2023
Python
Git
GitHub
Docker
Content management
OpenAI
A mix of basic and advanced prompt engineering techniques to automatically analyze, overview and repurpose content.