Ashwani Tanwar
NLP Engineer at PangaeaData.AI
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAshwani Tanwar is an NLP Engineer with 9 years of experience, currently driving R&D at Pangaea Data in London where he builds deep-learning solutions for pharmaceutical and clinical NLP challenges. He holds an MSc in Artificial Intelligence (Distinction) from the University of Edinburgh and combines strong mathematical foundations with practical software engineering from earlier work at Deloitte. His research-driven contributions include novel unsupervised methods for numerical reasoning in clinical text (improving recall by 21%) and LSTM/Transformer-based models for temporal ICU predictions, both tied to pending or published biomedical papers. Ashwani also has a track record in low-resource and multilingual NMT from his university internships, releasing finetuned models to the HuggingFace Hub and customising Fairseq for attention fusion—demonstrating an ability to move ideas from research to reusable artifacts. Colleagues know him for blending rigorous probing of model behavior with a focus on scalable, production-ready ML systems.
9 years of coding experience
Master of Science - MS, Artificial Intelligence, Distinction, Master of Science - MS, Artificial Intelligence, Distinction at The University of EdinburghUniversity of DelhiMaster of Science - MS, Information Technology, Master of Science - MS, Information Technology at Dhirubhai Ambani Institute of Information and Communication Technology
English, Hindi
Github Skills (22)
pytorch10
python10
machine-learning10
deep-learning10
self-attention10
natural-language-processing10
transformer10
nlp10
transformers9
language-model9
bert9
tensorflow9
jax9
transfer-learning9
speech-recognition9
Programming languages (3)
Github contributions (5)
ashwanitanwar/nmt-transfer-learning-xlm-r
Oct 2020 - Oct 2020
Improving Low-Resource Neural Machine Translation of Related Languages by Transfer Learning
Contributions:43 commits, 4 PRs, 42 pushes in 7 days
transformer-architecturenlplanguage-modeldeep-learningtransfer-learning
ashwanitanwar/Exam_TimeTable_Scheduler_bySlots_Web_Project
Mar 2017 - Oct 2017
Contributions:14 PRs, 48 pushes, 1 branch in 6 months
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