Work we executed
We have used technologies like Python, R, Markdown, Shiny, Tensorflow, Keras etc to execute various data science work
Predicting Advertisement impact on Sales
Worked on an automated market model for an FMCG product to predict sales, effects of promos and advertisement in a real market
Sentiment Analysis
Built a model for prediction of sales looking at customer reviews using sentiment analysis
Recurrent Neural Network
Forecasting of sales data using ARIMA and Recurrent Neural Networks
Micro Array Analysis
Formulated a novel strategy of DNA micro-array analysis using Non-negative matrix factorization.
Rating Prediction
Build a model for prediction of movie ratings (IMDB) from user reviews using LSTM
Predicting Biological indicator
Made a Deep-Learning based model for the prediction of biological indicators
Model for premature mortality rates
Built a model for studying premature mortality rates across Australia
Correlate candidate emotions
POC for an HR company to correlate candidate emotions with job function
Actionable insights on customer data
Built a template for providing actionable insights to a B2B firm based on customer data