Biography
I am a PhD student currently working on the neural machine translation of user-generated content (e.g. social media posts).
Nishimwe is a Rwandan name meaning ‘Thanks be to God’. It is pronounced /niːʃiːmŋé/.
Fun fact: There is another Lydia Nishimwe, who is a singer. Though we share quite a few similarities, we are not related. Feel free to check out her YouTube.
- Machine Translation
- Lexical Normalisation
- Sentence Embeddings
- Language Models
- Languages
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PhD in Computer Science, 2021-present
Inria Paris, Sorbonne Université
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MEng in Mathematics and Computer Science, 2017-2021
École Centrale de Nantes
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BSc in Mathematics and Computer Science, 2014-2017
Université Grenoble Alpes
Languages
Native
Native
Advanced
Intermediate
Intermediate
Elementary
Experience
Robust Neural Machine Translation
- Literature Reviews
- Experiments
- Publications
- Presentations
- Peer-reviewing
Tech stack: Python, PyTorch (Fairseq, Transformers), SLURM
Organisation: Github/Gitlab, Trello, Zotero
Office pack: LaTex/Beamer, MS Word/PowerPoint/Excel
Inference of masked sequences
- Literature review on sequence models (seq2seq), and on (non-)autoregressive and (non-)monotonic decoding
- Experimental study of decoding algorithms on masked sequences of logs from Orange
Tech stack: Python, TensorFlow, Keras
Organisation: Trello, Zotero
Office pack: LaTex/Beamer
Collaborative conception and implementation of 3 web applications
- Web Development (Front-end and Back-end)
- Project Management and Quality Assurance
Tech stack: TypeScript, Node.js, Vue.js, MongoDB, Bootstrap
Organisation: Github/Gitlab, Slack, Asana
Integration of a third-party app (Opencast, a Learning Management System) with the startup’s product (RoCamRoll)
Tech stack: Erlang, HTTP
Functional verification of an ARM7 microprocessor
- Simulation of the microprocessor in VHDL
- Implementation of new features in C and their test files in ARM
Tech stack: VHDL, C, ARM
🏆Stage d’excellence (Excellence Internship Program) - Université Grenoble Alpes🏆
Simulation of GPS tracks
Tech stack: Lutin, Lustre
🏆Stage d’excellence (Excellence Internship Program) - Université Grenoble Alpes🏆
