product manager at LinkedIn
San Francisco Bay Area
product manager at LinkedIn
San Francisco Bay Area
(Privately Held; Internet industry)
September 2009 — Present (9 months)
I am in the analytics group working on data driven products and search.
(Privately Held; Internet industry)
July 2008 — July 2009 (1 year 1 month)
Searchme was a search engine startup. As a research engineer, I created new features and products to improve our engine, with particular emphasis on relevance and web spam detection. I worked primarily with perl, python, hadoop and sql. Searchme shut down in July 2009.
Some of the projects I did:
-Designed and built a system for automatically assessing the general quality of a web document. Led to 5.7% improvement in DCG (discounted cumulative gain).
-Experiments in feature selection, in order to maximize DCG at lowest cost. Led to 2% improvement in DCG.
-Data mining in various logs for new feature generation. These features were added to our production ranking system.
-Designed and built a webspam detection system that is production live. I worked on all aspects of this project from feature development, training data generation, feature and dataset analysis, and model evaluation.
-Multimedia blending of results: Created a machine learned model that serves relevant mixed media content in the search results when the query is appropriate for showing media; built automated system for collecting media content from various sources so it could be added to our index and served as a result in our UI; feature selection and generation to ensure relevant media results rank correctly, and blend properly with non-media results; set up a production-like environment for evalulation of the model before launching live.
(Privately Held; 51-200 employees; Computer Software industry)
July 2006 — June 2008 (2 years )
Project Manager
Worked on a cross functional team to develop new reporting and scheduling modules for OPX2, Planisware's enterprise-scale project management software package, at a top 10 Big Pharma company. I was responsible for the project through the software lifecycle. Tasks included staying on top of the evolving business requirements, setting and managing expectations, and ensuring timely deliverables. I was also responsible for maintaining the real-time production environment already in place at the client site.
(Educational Institution; 10,001 or more employees; Higher Education industry)
February 2005 — May 2006 (1 year 4 months)
Research was written up in senior thesis: Work Functions of Functionalized Single-Walled Carbon Nanotubes
2002 — 2006