Emilia Stoica
Staff Machine Learning Engineer
Staff Machine Learning Engineer at LinkedIn
San Francisco Bay Area
Section title
Emilia Stoica's Email Addresses & Phone Numbers
Emilia Stoica's Work Experience
Staff Machine Learning Engineer
San Francisco, California, United States
Senior Machine Learning Engineer
January 2019 to February 2020
San Francisco, California, United States
Stella.ai
Head of Data Science
June 2017 to December 2017
Redwood City, CA
Sendori / Ask Sponsored Listings (Ask.com spin-off)
Senior Research Engineer
February 2010 to April 2013
Oakland, CA
Ask.com
Research Scientist
January 2007 to January 2010
Oakland, CA
UC Berkeley
Postdoctoral fellow
September 2003 to December 2006
Berkeley, CA
Claritech / Clairvoyance Corporation
Research scientist
February 1998 to September 2002
Pittsburgh, PA
Glint
Staff Machine Learning Engineer
January 2018 to December 2018
San Francisco Bay Area
Upwork
Data Scientist, Senior Data Scientist
June 2013 to June 2017
Mountain View, CA
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Frequently Asked Questions about Emilia Stoica
What company does Emilia Stoica work for?
Emilia Stoica works for LinkedIn
What is Emilia Stoica's role at LinkedIn?
Emilia Stoica is Staff Machine Learning Engineer
What is Emilia Stoica's personal email address?
Emilia Stoica's personal email address is e****[email protected]
What is Emilia Stoica's business email address?
Emilia Stoica's business email addresses are not available
What is Emilia Stoica's Phone Number?
Emilia Stoica's phone (**) *** *** 360
What industry does Emilia Stoica work in?
Emilia Stoica works in the Computer Software industry.
Who are Emilia Stoica's colleagues?
Emilia Stoica's colleagues are Amrita Prasad, Ali Kazazi, Akshay More, Robert Hill, Karina Guillot, Chris Huber-Lantz, Shane Combest, Jason Gdowik, Frédéric Vaz, and Aurélien Parédé
About Emilia Stoica
📖 Summary
Staff Machine Learning Engineer @ LinkedIn Technical Lead for Machine Learning and Natural Language Processing projects. San Francisco, California, United StatesSenior Machine Learning Engineer @ LinkedIn Hands on Tech Lead for Machine Learning and Natural Language projects: Entity Recognition, Text Summarization, Text Classification. From January 2019 to February 2020 (1 year 2 months) San Francisco, California, United StatesHead of Data Science @ Stella.ai Leading a smart, driven and creative team of scientists to build the best artificially intelligent personal recruiter.Responsible for data science agenda, prioritizing and executing a variety of natural language processing and machine learning projects. From June 2017 to December 2017 (7 months) Redwood City, CASenior Research Engineer @ Sendori / Ask Sponsored Listings (Ask.com spin-off) Led the design and implementation of a large-scale distributed system that collects ad serving statistics for advertisers and publishers reports.Designed and implemented algorithms for various ad serving and spelling correction products.Built an internal tool for automatic keywords generation that optimizes traffic and conversions for advertisers. Performed deep data analysis of ad serving performance in order to identify opportunities for product improvements. Acted as a data-driven advisor for account and product managers. From February 2010 to April 2013 (3 years 3 months) Oakland, CAResearch Scientist @ Ask.com Designed and implemented algorithms for triggering amazon.com, local business listings, Wikipedia pages, images, coupons & deals results at the top of Ask.com page. Designed and implemented algorithms for information extraction from Wikipedia, resumes, web documents and other structured and unstructured sources. Performed pattern analysis and data mining on query logs. From January 2007 to January 2010 (3 years 1 month) Oakland, CAPostdoctoral fellow @ UC Berkeley Designed and implemented a set of algorithms for automatically generating subject hierarchies to be incorporated into browsing and navigation interfaces for large information collections.Designed and implemented an algorithm for assigning Gene Ontology terms to genes using information from the orthologous genes of different species. From September 2003 to December 2006 (3 years 4 months) Berkeley, CAResearch scientist @ Claritech / Clairvoyance Corporation Proposed and implemented (in C++) two algorithms for dynamically computing the number of terms to be added to a query from a set of training documents (US Patent No: US 6,728,701 B1).Proposed and implemented (in C++) an algorithm for estimating the number of relevant documents of a query.Implemented (in C++) an n-grams based algorithm for correcting mistyped URLs.Performed extensive experiments to determine the correlation between parameter settings and database characteristics for Clairvoyance technology. From February 1998 to September 2002 (4 years 8 months) Pittsburgh, PAStaff Machine Learning Engineer @ Glint Glint was acquired by LinkedIn in November 2018.Worked on Machine Learning and Natural language Processing projects: Sentiment Analysis, Entity Recognition, Machine Learning pipelines. From January 2018 to December 2018 (1 year) San Francisco Bay AreaData Scientist, Senior Data Scientist @ Upwork Increased job filled rate by 8% and contractor invite rate by 40%.Worked on a variety of machine learning and natural language processing projects aimed at increasing the job fill rate and the match between job requirements and freelancers skills.Lead projects using scikit-learn classification, Apache Spark collaborative filtering and tensorflow technologies From June 2013 to June 2017 (4 years 1 month) Mountain View, CA
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In a nutshell
Emilia Stoica's Personality Type
Introversion (I), Intuition (N), Thinking (T), Judging (J)
Average Tenure
2 year(s), 7 month(s)
Emilia Stoica's Willingness to Change Jobs
Unlikely
Likely
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