Bilin Chen

Background

About Bilin Chen

A Software Engineer with in-depth knowledge of mathematical modelling, optimization and large-scale systems design gathered through hands-on experience with implementing complex quantitative models and system architecture in development projects. Possesses effective communication skills, able to understand and transform business requirements into creative solutions. Personal Passion: Machine Learning/Deep Learning and their applications, such as autonomous vehicles, computer vision, and AI teaching itself playing video games. Tools used: Tensorflow, Keras.+ Assisted a national railway company with requirements management for train procurement. Supported the project director and lead cross-functional teams to adopt requirements yielding the most value for stakeholders. Designed the requirements database and trained personnel which shortened the time to develop the requirements specification from 6 to 4 months.+ Supported a non-profit research institute with evaluating suitable business models for sustainable mobility. Created a model architecture which described use cases and highlighted the capabilities of each business model for various stakeholders. It also helped to standardize a common use of terminology between government and industry, and resulted in a published report at the Electric Road System Conference 2019 in Frankfurt, Germany.+ Aided an international manufacturer of construction equipment with mathematical simulations of the daily operations at a research site. The developed model analysed the site performance, predicted possible return of investment, and discovered bottlenecks in the system. This resulted in a streamlined operation and boosted the daily production rate by up to 14 %. I am driven by opportunities to work with projects encouraging creative thinking and solutions that are mutually beneficial to all parties. If it can be done with models or ML I will be even more excited!