Seeing the wind
Project information
2022/03
Description
Built CNN-RNN coupled model for predicting wind speeds based on 2-sec clips of waving flags. Yeah, you read that correct, pretty cool isn't it?
Additional project details
- PyTorch
- MLFlow
- React.js
- Flask
- Wind speed prediction
- Local weather estimation
Neural QA Model for DBPedia
Project information
2021/08
Description
Built English->SPARQL transltion model (NMT). Explored text-augmentation techinques and incorporated them to build robust Translation system.
Additional project details
- PyTorch
- nltk
- spacy
- seaborn
- Syntax-Aware augmentation
- Back-translation
- BERT