Machine Learning practitioner having 5 years hands on experience in implementing Data Science solutions across domains like Banking, Automobiles, Retail and Real estate . In my spare time, I like to write novel machine learning algorithms, blog about them, speak at meetups, and build tools that help people around the world.
You can read more about my blogs at https://medium.com/@divalicious.priya.
I am adept in applying Deep Learning & ML techniques to build solutions. My technical skill set includes fluency in Python and SAS. My usage of Machine Learning spans across several fields like Predictive Analytics, Forecasting, NLP and Speech Analytics. I am also well versed with handling database like MySQL, MongoDB and cloud services like AWS and Azure. I have worked across several stages of Data Transformation ,Data pipeline building and have successfully build Data Solutions across several Businesses.
Areas I have worked across are:-
1. Predictive Modeling – Churn prediction, Customer Segmentation, Delinquency rate prediction, Time Series Forecasting, Outlier detection with AutoEncoders, Implemented Deep Learning algorithm in businesses.
2. NLP – Chatbots, Autocompletion, Sentiment Analysis, Information Extraction from text, worked extensively with LSTMs and RNNs
3. Speech Analytics – Speech to Text, Noise Removal, Speaker Identification, worked extensively with Speech models like Wrap CTC with local languages.
4. Others – Databases – MySQL, MongoDB, CloudServices – AWS, Azure, Visualization – Tableau
Have stayed and worked globally in countries like India, Germany and UAE with experience working with global clients in US, Europe, MENA and Asia.