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jusjosgra/README.md

Hi there, I'm Justin ๐Ÿ‘‹

Find me on...

I am a Machine Learning Engineer ๐Ÿ‘จโ€๐Ÿ’ป / Scientist ๐Ÿ‘จโ€๐Ÿ”ฌ with over 7 years industry experience working as a Machine Learning Engineer / Data Scientist, and 4 years experience as an academic researcher and scientist working with ML & computational statistics. I am a specialist in deep learning and natural language processing (NLP) with a particular interest in information extraction, dialogue ๐Ÿ’ฌ and question-answering ๐ŸŽฑ systems.

I currently work for LabGenius, a biotech startup working on designing novel biologics to treat diseases including cancer & autoimmune disorders.

I previously worked for Healx, a biotech startup working on repurposing drugs to treat rare diseases using machine learning & technology.

I have worked on various industry applications, highlights include:

  • developing & deploying a scalable NLP pipeline library for performing named entity recognition, entity linking, relation extraction to process millions of documents in the biomedical domain
  • building and deploying a deep neural biomedical question answering service able to query over 30M+ pubmed documents โ€“ helping drug discovery scientists discover treatments to rare diseases faster ๐Ÿ’Š
  • building deep neural dialogue and question-answer systems at a peer-to-peer chat technology startup โ€“ assisting scalable automated support for peer-to-peer conversations ๐Ÿ‘จโ€๐ŸŽ“
  • deep neural document summarization systems for news media โ€“ enabling automated TLDR descriptions of complex news articles ๐Ÿ“ฐ
  • developing a semantic search engine for company discovery โ€“ assisting with discovering novel technology companies for partnership & investment ๐Ÿ’ก

I have worked across several industries, includingโ€ฆ

biotechnology & pharmaceutical ๐Ÿ’Š โ€“ edtech ๐Ÿ‘จโ€๐ŸŽ“ โ€“ technology & innovation ๐Ÿ’ก โ€“ interactive entertainment & video games ๐ŸŽฎ โ€“ news media ๐Ÿ“ฐ โ€“ healthcare & neuroscience ๐Ÿ’‰ โ€“ and human-computer interaction ๐Ÿ‘จโ€๐Ÿ’ป

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    A minimal flask api for distilGPT2

    Python 1 3

  2. deep-qa deep-qa Public

    Forked from aseveryn/deep-qa

    Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

    Python

  3. OpenNMT-py OpenNMT-py Public

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    Open Source Neural Machine Translation in PyTorch

    Python

  4. QANet QANet Public

    Forked from localminimum/QANet

    A Tensorflow implementation of QANet for machine reading comprehension

    Python

  5. realtime-embeddings-matching realtime-embeddings-matching Public

    Forked from GoogleCloudPlatform/realtime-embeddings-matching

    Python

  6. tensorflow-deep-qa tensorflow-deep-qa Public

    Forked from shuishen112/tensorflow-deep-qa

    Python