B.V.B CET

The University of Edinburgh

Researcher and Developer at AI Redefined (AIR)

Montreal, Quebec, Canada

AI Redefined (AIR)

Researcher and Developer

Instructor for machine learning and data analytics courses, which cover a variety of topics such as Python, SQL, Tableau, data preparation, data visualization, operationalisation, machine learning, deep learning, and their applications in Natural Language Processing, Computer Vision, and Recommender Systems.

BrainStation

Lead Instructor

- Topic modelling through Variational Mixture of vMF, Spherical X-means, and LDA
-       Distributed representation of news articles using Doc2Vec, fastText and Transformer Networks
-       Document classification with Graph Convolutional Networks
-       Celebrity face generation via Variational Autoencoders and GANs
-       Semantic embeddings of photo galleries and news images using ResNet-DocVec

dailyhunt (Versé Innovation Pvt Ltd)

Lead Researcher & Consultant

- Classification of digital content consumed by end-users using ResNet and LSTM Networks
-       User clustering through Variational Mixture of Gaussians
-       Temporal modeling of the users’ buying patterns with ARIMA

Personagraph

Data Scientist

- Search result design and property recommendations using Probabilistic Graphical Models
-       User conversion prediction through CNN-LSTM on real-estate images

Housing.com

- Traffic speed prediction through Bayesian Basis Function Regression
-       Location and event detection from social media posts and news articles using Probabilistic Models

Birds Eye Systems Private Limited

- Wind speed prediction over a horizon of three days using an ensemble of Neural Networks
-       Optimization of bid strategy in wind energy markets through Dynamic Programming
-       Outlier detection for energy consumption patterns at the onshore wind power plants via Probabilistic Graphical Models

Sagar Kurandwad