Sean Ko Email & Phone Number

New York, New York, US

New York, New York, US

Charlestown, MA, US

New York, New York, US

• Rebuilt an internal blocks visualizer tool to help internal blocks users better analyze and debug their data pipelines and nodes
• Worked with a Flask webserver to retrieve necessary data and React to render the frontend
• Co-authored an abstract titled “Machine Learning Based Predictive Model of 5-Year Survival in Multiple Myeloma Autologous Transplant Patients” accepted by the ASH Annual Meeting & Exposition

• Worked on a causal inference project to understand the effects of diuretics on patients in the ICU
• Fit a Cox-Proportional Hazard model to generate propensity scores for mortality using available covariates
• Implemented a propensity-score matching algorithm to perform McNemar’s test in R

New York, NY, US

• Worked with the Play Framework to make several front-end changes to the Reviews Product and email notifications of the platform
• Updated endpoints for the Reviews API and Resellers API by adding extra query and result fields
• Added unit and integration test cases and refactored various components of the code base

• Working on a project to predict approved answers and rankings for answers to stackexchange questions
• Writing script to extract relevant features from the stackexchange archives into an organized format to be processed
• Building a Sequence2Sequence neural network model using PyTorch

Austin, Texas, US

• Wrote a Python script to automate the creation of utilization reports for cloud containers the Data Integration team is using
• Developed a Java API to securely store credentials through Oracle Platform Security Services
• Wrote regression test cases for the new Java API and REST API invoking this Java API

• Part of an ongoing clinical trial seeking to understand the impact and safety of exercise for pregnant women with pre-existing cardiovascular disease
• Analyzing an automated system in Python that is continuously collecting Fitbit fitness tracker data for possible issues
• Implementing new features, including the creation of visualizations and metrics using Python’s pandas and matplotlib libraries

Burlington, Massachusetts, US

• Participated in brainstorming sessions in areas such as cloud computing and noSQL
• Developed Microsoft Azure Resource Manager Template for deploying a single-node MarkLogic cluster on Azure

Cambridge, Massachusetts, US

• Developed a Mechanical Turk-based crowdsource framework where the robot will upload resources it collected from interacting with chilidren (audio/video) and find crowds to annotate on the story being told by the child
• Incorporated the Affdex SDK with ROS to analyze emotions from a multi-camera setup, allowing the robot to backchannel differently to the emotions a child expresses

Master Of Engineering - Meng, Electrical Engineering And Computer Science

Bachelor Of Science (B.S.), Computer Science And Engineering

Education record