Aditya Shah
Data Scientist Researcher at Ericsson,California | AI Enthusiast
- Role
- Data Scientist at Ericsson
- Location
- Santa Clara, CA, US
- LinkedIn followers
- 500 followers
About Aditya Shah
Learning core languages like Python and Java at undergraduate level and transitioning to advanced frameworks like Java Spring,Hadoop and ApacheSpark in my Masters has helped me hone my skills and piqued my interest in the fields of Machine Learning and Artificial Intelligence.
Experience
Data Scientist
Jun 2019 — Present · Santa Clara, CA, US
Implemented and deployed time series prediction model to forecast network performance related KPI’s, for TMobile achieving an accuracy of 88%. The proposed model was an ensemble of models like LSTM autoencoder, seq2seq model, Prophet and Arima and was deployed using Flask API. Performed statistical analysis of existing network across different northeast markets for improvement of cellular network configuration (4G+5G Volte) and to predict the number of enode failure/drop counts. The anomalous cells were detected using various clustering techniques like Dynamic Time Warping clustering, Kmeans and DBSCAN.Created data pipelines for data transfer between Salesforce Cloud and Hadoop platform and creation of data visualization reports using Tableau.• Worked on Erisite Forecast improvement project to predict the number of days a project will complete a specific milestone across North America using different regression models like Random forest,Xgboost,AdaBoost,median forecasting.Worked on different category encoding techniques like Target encoding.Extracted weather data using Google earth engine API for analysis of impact of weather on forecast days.Achieved a volume accuracy of 92 % while a site accuracy of 88% on the same. • Worked on Quidditch project for data assestization of different time series project completed by Ericsson teams. Working on creation of a software package which comprises of different techniques like data preprocessing, feature extraction and feature engineering for time series analysis.
Education
Maharashtra Institute of Technology
Bachelor's degree
2013 — 2017
North Carolina State University
Master's degree
2018 — 2020
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