Engineering/Design
Wiratman Karkasa Bridge, Depok, Indonesia
I led a team of three to prepare a preliminary design report for an award winning bridge, which included the design, structural analysis, cost estimation and construction plans.
I am passionate about using data to solve complex problems related to the built environment. As a former professional athlete, I pride myself on applying the disciplined practice to everything I do. As a researcher, I am able to quickly discover and understand patterns in data by leveraging state-of-the art methods, whether it be independently or collaboratively across different teams. And as a designer, I combine those quantitative results with powerful visualizations to communicate solutions to stakeholders.
Areas of expertise include data science, machine learning, geospatial analysis, and disaster risk reduction.
Currently working as a Data Scientist at Lacuna Technologies and lecturer at Stanford d.school
Email: alisjahbana@stanford.edu
California - USA
2019-2022
California - USA
2017-2019
Depok - Indonesia
2013-2017
I led a team of three to prepare a preliminary design report for an award winning bridge, which included the design, structural analysis, cost estimation and construction plans.
In this project, I develop a novel stochastic queuing model that accounts for the total number of damaged buildings, the damage distribution, resource constraints and reconstruction prioritization strategies.
We develop a financing model for post-earthquake housing recovery, quantify inequalities in recovery time, and suggest several strategies to reduce disparities between income groups.
We create a deep learning model that combines a building identification semantic segmentation convolutional neural network (CNN) to a building damage classification CNN.
I helped lead our team to a 1st place design delivery with my contribution to our entry for the Mars City Design competition. I created sketches, engineering plans, and deployment plans for a proposed colonization on Mars.
As part of the NTU Bridge Design Competition 2017, I worked in a team of two to design a bridge made out of balsa wood and nylon string. We were awarded 2nd place internationally.