We propose to design an automatic lighting system. The system will be installed in a table lamp. To make it more useful, the system can also be used more extensively. Such as incorporating it into house lighting systems.

Participated in The Great Lab grand design Challenge 2021. We have proposed Transport Interventions for Sustainable Mobility, which is centralized Software that could be used to reduce the amount of carbon footprint.

Through extensive exploratory data analysis, we gained insights into the variables and their relationships. Feature engineering was performed to create new variables that could potentially enhance the predictive power of the model. Finally, we built the actual model, using advanced techniques and algorithms to accurately predict the survival outcome of each passenger. This comprehensive approach ensures that our model is reliable and efficient in forecasting survival probabilities.

I have successfully managed a team to organize a workshop Robotics for Community to teach the younger generation what robotics are and how they work. At the end of the workshop, they made their own line follower robot by applying what we have learned in the workshop.