Machine Learning & Entrepreneurship
I am a product designer with a machine learning/computer science background. I have conducted machine learning projects in different fields. I have experience in creating human-centered and ethical experiences for people. I love my communities and I enjoy making impact, big or small.
01
Masterplan Engineering
I Implemented a predictive maintenance algorithm on predicting and identifying future faults of industrial machines. Designed a LSTM algorithm on predicting electricity current usage of industrial machines using time-series data. Implemented a neural network using heat map in identifying types of machine faults. Integrated the algorithm onto the company’s cloud computer.
Ami4kidz is a toy startup that designed and sold a penguin plush that helps parents communicate with their toddlers. Parents can send pre-recorded or customized messages from an App on their phones to the penguin plush for it to speak them out loud to the kids. What can be more fun and convincing for the kids than hearing their favorite toy speak?
Needfinding, Design Thinking, Spring 2019
03
Serve the city freiburg
I designed volunteering experiences for citizens of different cities to interact, listen to and understand the refugees in their cities.
04
shepo
I founded the Students’ Health and Environmental Protect Organization (SHEPO), an online platform for environmentalists – students, companies and public – to organize annual conferences, exhibitions and mentoring programs. With over thirty branches across the world and over 2,000 members, we try to connect as many environmentalists as possible and to demonstrate the importance of sustainability to companies and NGOs.
