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Benjamin Yap personal email
7 years experience in Machine Learning/Deep Learning research and scalable ML/DL product implementation at enterprise level with several million users. Dabbles in software architecture, full stack development, DevOps, and tech infrastructure. Enjoys reading up on research papers, especially in Natural Language Processing. Passionate about understanding underlying formulations and fundamentals beyond Python library calling.Always interested in hearing new ideas, especially in the intersection between using machine learning in the education sector.Python/Tensorflow/Flask/Javascript/WebSockets/DevOps/GitHub/Microservices/Docker/Jenkins/Continuous Integration and Deployment
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Ai ScientistSap Jul 2021 - PresentSingapore -
Senior Data ScientistDbs Bank Jun 2020 - Jul 2021Singapore- Code and technical design contribution to bank-wide machine learning tools- Conduct machine learning and deep learning training sessions- Implement machine learning/deep learning solutions for key initiatives and projects- Pioneering software development best practices (e.g., automated QA/testing, CI/CD)- Spark, Python, Tensorflow, Jenkins -
Data ScientistOcbc Bank May 2019 - May 2020Singapore- Enhanced recommendation systems for marketing campaigns- Fuzzy string matching and clustering algorithms with Natural Language Processing techniques- Developed deep learning algorithm for real-time proximity-based product campaigns- Pioneered software development best practices (e.g., automated testing, CI/CD etc)- SQL, Teradata, Python, Tensorflow, Dash -
Machine Learning / Deep Learning DeveloperSap Jan 2017 - May 2019Singapore- Developed novel and scalable deep learning solutions for recommendation systems (Patented)- Implemented and optimised published research papers resulting in over 600x improvements in inference speed on Tensorflow and TensorRT- Tensorflow, Flask, MongoDB, Docker, Kubernetes- Hierarchical Convolutional Neural Networks for text classification- Distant supervision and active learning for keyphrase/topic extraction- Key infrastructure administrator for research GPU cluster- Internship Management Committee
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Research AssociateSap Jan 2015 - Jan 2017Singapore- Document Matching Project using Siamese Long-Short Term Memory Networks- Benchmarked Machine Learning systems for comparison- Experience with Design Thinking- Internship Management Team
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Phd CandidateNational University Of Singapore Jan 2015 - Jan 2017SingaporeJob Scope:- Conduct research to improve state-of-the-art results- Assistant System Administrator- Teaching Assistant CS4248: Natural Language ProcessingResearch Interests:- Natural Language Processing- Artificial Intelligence and Machine LearningResearch Topics:- Information Extraction- Distant Supervision- Deep LearningProgramming Languages & Frameworks- Python (Theano, Keras, Scipy, Numpy, NLTK)- Java (Android)- Objective-C (iOS)- Web technologies (LAMP stack, NodeJS, CSS, WebRTC, Web Sockets)- C++- Version Control (Github)- Experience with VHDL, Assembly, and C (Arduino) -
Senior Swimming CoachSports Lifestyle Initiatives Apr 2010 - Mar 2015Singapore
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Tutor, Developer, ResearcherKnowledge Park Education Center Dec 2011 - Dec 2014Singapore- Tutoring- Student Management- Developing automated software solutions- Researching on teaching methods and integrating traditional techniques with cloud/software solutions
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Freelance DeveloperCoffee Coders Jan 2010 - Dec 2014SingaporeDeveloped software solutions for various organisations- Student management system with billing, SMS reminders, attendance logging- Mapping app to find directions- Backend of Snatch!- Sampletrove- Multi-nation module for TheSmartLocal with automatic location detectionLanguages- Python- Server/Database technologies - PHP/NodeJS/MySQL, Redis, MongoDB- Web-based technologies (HTML5, Javascript, Jade, CSS, Ajax, etc.)- C++- Android (Java)- iOS (Objective-C)
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InternFloating Cube Studio Jun 2012 - Dec 2012VietnamProject Management, Code testing
Benjamin Yap Skills
Benjamin Yap Education Details
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Cap: 4.5/5.0
Frequently Asked Questions about Benjamin Yap
What company does Benjamin Yap work for?
Benjamin Yap works for Sap
What is Benjamin Yap's role at the current company?
Benjamin Yap's current role is Machine Learning Developer at SAP.
What is Benjamin Yap's email address?
Benjamin Yap's email address is be****@****sap.com
What schools did Benjamin Yap attend?
Benjamin Yap attended National University Of Singapore, National University Of Singapore.
What are some of Benjamin Yap's interests?
Benjamin Yap has interest in Children, Economic Empowerment, Environment, Education, Poverty Alleviation, Science And Technology.
What skills is Benjamin Yap known for?
Benjamin Yap has skills like Programming, Machine Learning, Research, Data Analysis, Artificial Neural Networks, Text Mining, Computational Linguistics, Project Management, Linux, Python, Natural Language Processing, Educational Technology.
Who are Benjamin Yap's colleagues?
Benjamin Yap's colleagues are Pernille Dilling, Peter Chamberlain, Stefan Schmitt, Muranee Phadung, Rain Ji, Radin Rezaee, Kranthi Devarapalem.
Not the Benjamin Yap you were looking for?
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Benjamin Yap
Singapore -
1akangafilm.com1 +658360XXXX
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Benjamin Y.
Data Scientist | Master'S Student In Financial Engineering | Machine Learning Practioner | Chatbot Developer | Business Analyst | Hobby Writer | Inquisitive LearnerSingapore1citigroup.com
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