Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Head of Relevance - Job Search & Recommendations at LinkedIn
Industry
Technology / Software / Internet
Website
http://www.linkedin.com
About
I lead a group of talented engineers towards delivering relevant jobs to 400 Million+ LinkedIn members. Our areas of focus include job search and recommendations. Some of the areas we work on include:
— Learning to Rank models for for job search
— Query understanding and reformulation to aid faster retrieval while maintaining high precision
— Developing machine learned recommendation models for job search
At LinkedIn, my past work includes:
— Moving instant people search to feature based models with significant uptick in CTR
— Blending results using improved machine learned models
— Improving autocomplete using faster data structures and better ranking algorithms
General interests inc...
Tags
machine learning
autocomplete
typeahead
information retrieval
search quality
lucene
learning to rank
instant search
sigir2016
search
fst
elasticsearch
sigir
search relevance
learn to rank
ltr
linkedin
ganesh venkataraman
See more
Personal Information
Organization / Workplace
San Francisco Bay Area United States
Occupation
Head of Relevance - Job Search & Recommendations at LinkedIn
Industry
Technology / Software / Internet
Website
http://www.linkedin.com
About
I lead a group of talented engineers towards delivering relevant jobs to 400 Million+ LinkedIn members. Our areas of focus include job search and recommendations. Some of the areas we work on include:
— Learning to Rank models for for job search
— Query understanding and reformulation to aid faster retrieval while maintaining high precision
— Developing machine learned recommendation models for job search
At LinkedIn, my past work includes:
— Moving instant people search to feature based models with significant uptick in CTR
— Blending results using improved machine learned models
— Improving autocomplete using faster data structures and better ranking algorithms
General interests inc...
Tags
machine learning
autocomplete
typeahead
information retrieval
search quality
lucene
learning to rank
instant search
sigir2016
search
fst
elasticsearch
sigir
search relevance
learn to rank
ltr
linkedin
ganesh venkataraman
See more