Julia W. Email & Phone Number

South San Francisco, California, US

I work on the Cost Modeling team.

Cambridge, MA, US

Cambridge, MA, US

I ran recitation sessions, created and oversaw course material, and managed office hours for a graduate level NLP class.

South San Francisco, California, US

I worked on the Radar Machine Learning team to utilize advanced algorithms for fraud detection. I cross-collaborated to design and implement a pipeline that better analyzed models and produced them more efficiently. I also engineered experiments and dashboards to evaluate candidate models through incorporating internal data science tools.

Cambridge, MA, US

I taught students of all years Python coding concepts and general intuition as well as graded assignments. I also debugged assignments and testing scripts for the automated grading infrastructure before distribution to students.

Redmond, Washington, US

I worked on the DevProd squad, giving multiple Semantic Machines wide presentations regarding an end to end project. I created a theme-compatible interactive graph WebView for chatbot training data within a Visual Studio Code extension. I Incorporated a hackathon visualization technique into the Scala tooling pipeline to increase software engineers’.

New York, NY, US

I worked on the Technology Engineering team in order to improve core search processes, primarily in Java. I incorporated Named Entity Recognition (NER) information into the core search pipeline to better classify queries. I presented and documented the NLP/NER pipeline changes to all relevant teams affiliated with Answers. I learned and utilized new tools.

Cambridge, MA, US

I created guides detailing how to build machine learning pipelines that MIT departments used while migrating cloud platforms. I planned and completed a project analyzing company success rates using machine learning on CrunchBase data. I prepared data and analyzed differences between various models such as random forests, XG Boost, and neural networks. I.

Cambridge, MA, US

I taught students of all years Python coding concepts and general intuition as well as graded assignments. I also debugged assignments and testing scripts for the automated grading infrastructure before distribution to students.

Austin, Texas, US

I worked on the Oracle Cloud Infrastructure team in order to better process requests that customers send to the cloud. I constructed a full simulator in Java and Go to mimic real-world scenarios and strain on the system. I also implemented and crafted new algorithms to solve varying issues with data transfer rates and network queues.

Cambridge, MA, US

Ran events for freshman class in order to introduce them to MIT, oversaw team of peer mentors to ensure that freshmen were looked after and having a positive experience, interacted with administration to plan activities

Boston, Massachusetts, US

Designed customer-facing survey using shortest path algorithms in order to most efficiently gather necessary data; researched natural language generation and processing techniques automate parsing of survey data into a usable format

Oceanside, CA, US

Lead design of new escape room, involving overall story, puzzles, game mechanics, and immersion research; moderated escape game experiences, handled waivers, payments, and questions, and assisted with marketing

Master Of Engineering - Meng, Computer Science

Bachelor'S Degree, Computer Science, Management

Education record