Registered Logo of SL2

SL2 is a sustainability consultancy and innovation lab, founded in Singapore in 2011. They develop impactful, sustainable solutions in line with the UN's Sustainable Development Goals and have a presence in Singapore, Indonesia, India and the US.

A.I. for Citizen Program Instructor

FEB 2022
  • Handled a class size of around 40 secondary students via Zoom.
  • Taught the students how to program the AlphaMini Robot using the “Alpha Mini” application.

A.I. for Youth Program Instructor

AUG 2021 - JAN 2022
  • Handled a class size of around 20 secondary students via Zoom and Face-to-Face Sessions.
  • Taught basic concepts of Machine Learning to Youths such as:
    • Distinguishing between different AI domains such as supervised learning, unsupervised learning and reinforcement learning.
    • Basic understanding of the mathematics behind machine learning.
    • Basic introduction to data manipulation using NumPy and Pandas, etc.
  • Simple image recognition project using Convolutional Neural Network (CNN) to classify images.
  • Language used: Python.
  • Frameworks used: Jupyter, NumPy, Pandas, MediaPipe, SciKit Learn, TensorFlow.