プロフィール詳細

プロジェクトを作成

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Jeremie Z.に依頼

Canada

PhD (ABD) Bioinformatics and Deep Learning

プロフィール概要

PhD on deep learning for database-driven peptide identifications, ex-Microsoft Research and MILA MSc where I worked on dialogue systems and image generation+discrimination, respectively

専門分野

• ★ Deep Learning
• ★ Bioinformatics
• ★ Software Development
• ☆ Computational Biology
• ☆ Molecular Biology
• ☆ Omics
• ☆ Proteomics
• ☆ Computer Science
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Natural Language Processing
• ☆ Python
• ☆ Desktop Application Development

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Fact Checking, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Intern

IRIC

5月 2018 - 8月 2018

Research Software Development Engineer

Microsoft

10月 2016 - 10月 2017

Research Intern

MILA

5月 2013 - 8月 2014

学歴

PhD in Computer Science

Université de Montréal

5月 2018 - 現在

MS Computer Science

Université de Montréal

9月 2014 - 10月 2016

Computer Science

Université de Montréal

9月 2011 - 8月 2014

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Dumont-Lagacé, M., Daouda, T., Depoërs, L., Zumer, J., Benslimane, Y., Brochu, S., Harrington, L., Lemieux, S., Perreault, C.(2020). Qualitative Changes in Cortical Thymic Epithelial Cells Drive Postpartum Thymic Regeneration . Frontiers in Immunology. 10.

OTHER

Daouda, T., Zumer, J., Perreault, C., Lemieux, S.(2018). Holographic neural architectures . arXiv.

Sharma, S., El Asri, L., Schulz, H., Zumer, J.(2017). Relevance of unsupervised metrics in task-oriented dialogue for evaluating natural language generation . arXiv.

CONFERENCE PAPER

Schulz, H., Zumer, J., El Asri, L., Sharma, S.(2017). A frame tracking model for memory-enhanced dialogue systems . Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 219-227.

Asri, L.E., Schulz, H., Sharma, S., Zumer, J., Harris, J., Fine, E., Mehrotra, R., Suleman, K.(2017). Frames: A corpus for adding memory to goal-oriented dialogue systems . SIGDIAL 2017 - 18th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 207-219.

Kahou, S.E., Pal, C., Bouthillier, X., Froumenty, P., Gülçehre, Ç., Memisevic, R., Vincent, P., Courville, A., Bengio, Y., Ferrari, R.C., et al.(2013). Combining modality specific deep neural networks for emotion recognition in video . ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 543-550.