Manasi Vartak
PhD Student, Database Group, MIT CSAIL
Interests: Systems to Support Machine Learning,
Data Visualization, Novel tools for Data Analytics
Email:
mvartak _at_ csail.mit.edu
Twitter:
@DataCereal
I am a PhD student in the MIT Database Group where I work on novel
systems to support machine learning and data visualization.
Most recently, I have worked on ModelDB, a system to manage ML models,
and SeeDB, a system to provide visualization recommendations.
My advisor is Sam Madden.
In the past, I've worked/interned at Microsoft, Google, Facebook, and Twitter. I am a recipient of the Facebook PhD Fellowship (2016) and the Google Anita Borg Scholarship (2013).
In the past, I've worked/interned at Microsoft, Google, Facebook, and Twitter. I am a recipient of the Facebook PhD Fellowship (2016) and the Google Anita Borg Scholarship (2013).
News
| New paper on large-scale content recommendation using deep learning | May 2017 | NA: double blind reviews |
| Talks on ModelDB at Microsoft NERD, H2O.ai, Twitter | March - April 2017 | |
| Talk on ModelDB at Spark Summit | February 2017 | Slides, Video |
| ModelDB v0 released! | February 2017 | Website, GitHub |
|
Co-organized and lectured at MIT IAP Class A Whirlwind Tour of Machine Learning |
January 2017 | Website (with material) |
| Presented ModelDB at NIPS 2016 ML Systems Workshop | December 2016 | Paper |
| Vision paper on next generation Visualization Recommender Systems is out! | December 2016 | Paper |