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Emilia Stoica

Staff Machine Learning Engineer

Staff Machine Learning Engineer at LinkedIn

San Francisco Bay Area

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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

Head of Data Science

June 2017 to December 2017

Redwood City, CA

Emilia Stoica's Education

UC Berkeley

Post Doc, Computer Science and Bioinformatics

2003 to 2006

Old Dominion University

Doctor of Philosophy (PhD), Computer Science

Politechnic Institute of Bucharest

Bachelor's degree, Computer Science

Emilia Stoica's Professional Skills Radar Chart

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56% Left Brained
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Emilia Stoica's Estimated Salary Range

About Emilia Stoica's Current Company


Technical Lead for Machine Learning and Natural Language Processing projects.

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?

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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 @ 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 ( 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 @ Designed and implemented algorithms for triggering, local business listings, Wikipedia pages, images, coupons & deals results at the top of 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



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