Daniel Chun Email and Phone Number
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Daniel Chun is a AI Engineer and Data Scientist at Allied Universal. Colleagues describe him as "Daniel is an extraordinarily talented engineer who is a pleasure to work with. He is able to apply his significant machine-learning expertise toward solving meaningful business problems. Daniel is thorough in understanding the problem space, validating data characteristics, and training/testing models in a robust and truthful way. As a result, Daniel's work holds up in the real world, and creates value for the business. I would recommend Daniel for any team looking for an exceptionally bright engineer who cares deeply about their work."
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Allied UniversalDiamond Bar, Ca, Us -
Artificial Intelligence EngineerAllied Universal Nov 2024 - PresentIrvine, Ca, Us
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Senior Data ScientistWorld Wide Technology Jun 2023 - Aug 2024Maryland Heights, Missouri, Us- Built an AI cybersecurity product by working with Large Language Models (LLM) in Pytorch from Hugging Face.- Built an end-to-end data pipeline using Beautiful Soup for scraping and using Pandas, PostgreSQL, and AWS for cleaning, saving, and loading data.-Monitored and communicated the impact of model updates on a regular basis. -
Artificial Intelligence EngineerGenentech Jun 2020 - Jun 2023South San Francisco, California, Us- Built a text-to-code natural language processing (NLP) pipeline in PyTorch to turn Eligibility Criteria of clinical studies into executable SQL queries.- Built a custom clinical ontology that structured metadata about clinical laboratory tests into a Knowledge Graph (KG) to facilitate search and data entry.- Built a BERT-based Named Entity Recognition (NER) and Relation Extraction (RE) large language model in PyTorch to help answer natural language clinical questions. -
Senior Machine Learning EngineerMya Systems Jan 2018 - Mar 2020San Francisco, California, Us- Built machine learning models in PyTorch to improve the natural language understanding of our chatbot.- Constructed from scratch a recurring process to identify issues with the natural language understanding of our chatbot and to collect labeled data to resolve them.-Maintained the codebase and built parts of our Python based conversation manager software. -
Graduate Research AssistantUniversity Of California, Riverside Sep 2012 - Dec 2017Riverside, Ca, Us• Algebraic geometry dissertation research under Dr. Ziv Ran-Computed asymptotic syzygies of normal crossing varieties-Obtained conditions for the vanishing of asymptotic syzygies of smooth projective varieties using the above results. -
Graduate Teaching AssistantUniversity Of California, Riverside Sep 2012 - Jun 2017Riverside, Ca, Us
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Artificial Intelligence FellowInsight Data Science Sep 2017 - Nov 2017San Francisco, Ca, Us• Completed a machine learning project in Python to predict how hirable a programmer is based on his/her code samples.- Built abstract syntax trees (AST) from the code solutions submitted by programmers to coding challenge websites (e.g. HackerRank).- Embedded the content of each node as a vector living in a vector space for programming language symbols.- Built a Recursive Neural Network based binary classifier in PyTorch to turn these trees of vectors into scores of how hirable the programmers are. -
Undergraduate Research FellowCaltech Jun 2011 - Sep 2011Pasadena, Ca, Us• Summer undergraduate research fellowship under Dr. Matthias Flach-Determined Simple 3-Dimensional Abelian Surfaces with Complex Multiplication with Field of Moduli as Q.
Daniel Chun Education Details
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CaltechMathematics -
University Of California, RiversideMathematics
Frequently Asked Questions about Daniel Chun
What company does Daniel Chun work for?
Daniel Chun works for Allied Universal
What is Daniel Chun's role at the current company?
Daniel Chun's current role is AI Engineer and Data Scientist.
What is Daniel Chun's email address?
Daniel Chun's email address is ch****@****ene.com
What is Daniel Chun's direct phone number?
Daniel Chun's direct phone number is +122462*****
What schools did Daniel Chun attend?
Daniel Chun attended Caltech, University Of California, Riverside.
Who are Daniel Chun's colleagues?
Daniel Chun's colleagues are Louise Riddick, Navneet Kaur, Darah O., Ed Heisley, Julia Patts, Allen Young, Delmija Hoff.
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