Patrick Yu Email & Phone Number
Who is Patrick Yu? Overview
A concise factual answer block for searchers comparing this professional profile.
Patrick Yu is listed as Founder and Managing Partner at Asymmetry Investment Management, based in Los Angeles, California, United States. AeroLeads shows a matched LinkedIn profile for Patrick Yu.
Patrick Yu previously worked as Founder & Managing Partner at Asymmetry Investment Management and Data Scientist at Lionsgate. Patrick Yu holds Master’S Degree, Business Analytics from University Of Southern California.
About Patrick Yu
My paper:A Method for Arbitrary Instance Style Transfer: https://arxiv.org/pdf/1912.06347.pdfA Multi-modal Deep Learning Model for Video Thumbnail Selection: https://arxiv.org/pdf/2101.00073.pdfI am a hungry learner who is eager to use analytical skills to solve problems and create values. I have experiences in using machine learning models to analyze churn of subscribers, researching and developing new algorithm in instance style transfer in computer vision, and building and implementing data pipelines and deep learning models to tackle joint-embedding problems between videos and texts, all of which provide insights and generate values for business and technical users in my organization.
Listed skills include Microsoft Excel, Microsoft Word, Microsoft Office, Powerpoint, and 29 others.
Patrick Yu's current company
Company context helps verify the profile and gives searchers a useful next step.
Patrick Yu work experience
A career timeline built from the work history available for this profile.
Founder & Managing Partner
Data Scientist
- Lions Gate Entertainment Corporation is an American, Canadian-domiciled entertainment & media company with well-known entertainment contents such as La La Land, Orange is the New Black and Wonder
- Led a team of six to develop a thumbnail selection deep learning model to automatically select high quality thumbnail for Lionsgate and Starz videos to increase click rate and engagement of audience
- Developed a new algorithm with instance segmentation, image style transfer and topology to transfer arbitrary style to a specific instance in arbitrary shape in an image, with potential use cases of image creation and.
- Built a pipeline with Python and AWS EC2 to daily gather videos and extract features from videos and audios using CNNs to augment existing video feature libraries, saving $36,000 annually to create dataset for future.
- Implemented and optimized Louvain Algorithm in Python to partition 250, 000 actors into different communities using AWS EC2 to facilitate and assist theatrical team in making casting decisions
- Conducted churn analysis using Python for Lionsgate's Over-The-Top platform using time window sliding methodology to discover the importance of subscriber behaviors in a seven-day window
Data Analyst Intern
- Developed statistical geometric distribution model incorporating factors such as churn and subscription fee to estimate individual-level subscriber lifetime value on Lionsgate's online streaming platform
- Built web scrapping program with BeautifulSoup in Python to extract user reviews of 300+ movies from the Internet that saved 5-10 hours and supplement data for movie popularity analysis
- Performed rule-based sentiment analysis on user reviews of Lionsgate’s popular movies in Python and developed decision tree model that featured the connection between negative sentiment and movie popularity to drive.
Grader
- Graded homework and exams of two MBA classes with over 100 students every two weeks
- Provided feedback to instructor regarding common mistakes and overall results after each grading to facilitate in-class instruction
Patrick Yu education
Master’S Degree, Business Analytics
Bachelor'S Degree, Accounting And Finance
Frequently asked questions about Patrick Yu
Quick answers generated from the profile data available on this page.
What company does Patrick Yu work for?
Patrick Yu works for Asymmetry Investment Management.
What is Patrick Yu's role at Asymmetry Investment Management?
Patrick Yu is listed as Founder and Managing Partner at Asymmetry Investment Management.
Where is Patrick Yu based?
Patrick Yu is based in Los Angeles, California, United States while working with Asymmetry Investment Management.
What companies has Patrick Yu worked for?
Patrick Yu has worked for Asymmetry Investment Management, Lionsgate, and University Of Washington.
How can I contact Patrick Yu?
You can use AeroLeads to view verified contact signals for Patrick Yu at Asymmetry Investment Management, including work email, phone, and LinkedIn data when available.
What schools did Patrick Yu attend?
Patrick Yu holds Master’S Degree, Business Analytics from University Of Southern California.
What skills is Patrick Yu known for?
Patrick Yu is listed with skills including Microsoft Excel, Microsoft Word, Microsoft Office, Powerpoint, Research, Accounting, Management, and Leadership.
Search by job title, company, industry, location, and seniority. Export verified B2B contact data when you need it.
Start free trialCheck these profiles if this is not the Patrick Yu you were looking for.
View similar profiles