About antony
I am not actively monitoring LinkedIn messages at the moment. ------- * Worked on Graph Machine Learning @ Airbnb's Trust team. Built a Relational Graph Convolutional Network (R-GCN) model to help with keeping the platform safe. * Previously worked on ML based Entity Resolution at Netflix's Knowledge Graph team. * Prior to that I worked at Adobe, leading a three member data science team that built Machine Learning models for Time Series Forecasting. * Founded Vitribyte Insight - a service that provides insights from Wikipedia traffic. * Prior to that I worked in engineering roles at Symantec's web security team and Oracle's product data hub team. * I also enjoy learning from Kaggle competitions. https://www.kaggle.com/ajerome
Key Skills
Experience
Senior Machine Learning Engineer
CurrentNetflix
* Developed an LSH (Locality Sensitive Hashing) based system to identify similar items in Netflix’s Knowledge Graph. Impact: Reduced the volume of data processed daily by 11x. * Built the Entity Resolution ML model that powers Netflix’s Knowledge Graph, matching over a billion pairwise entities.
Senior Machine Learning Engineer
Airbnb
* Worked on Graph Machine Learning @ Airbnb's Trust team. * Built a Relational Graph Convolutional Network (R-GCN) model to help with keeping the platform safe.
Senior Data Scientist
Adobe
* Led a three member data science team that built a Machine Learning model to forecast 150+ signup-related metrics for Adobe Photoshop / Illustrator. * Built a Deep Learning model using a combination of 1D Convolutions and Recurrent Neural Networks. This work was featured in Adobe's Tech Blog at: https://medium.com/adobetech/preview-of-time-series-forecasting-with-adobe-experience-platform-38a2fc778e89 * Built an image classification model using transfer learning to identify images where a marketer’s logo is displayed. * Built an XGBoost model to identify users who are likely to convert to paying subscribers. This was as part of Adobe's 2016 Data Science challenge, where I came at Rank 3 out of 25 data scientists across Adobe.
Education
National Institute Of Technology Calicut
Bachelor Of Technology
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Common Questions
What is antony's expertise?
antony specializes in Machine Learning Engineer, with expertise in amazon ec2, apache spark, elasticsearch, java, java performance.
Where is antony located?
antony is based in santa clara, california, united states.
How much experience does antony have?
antony has 22+ years of professional experience.
How can I contact antony?
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