Oct 2022 – Aug 2024 · 1 yr 10 mos

Jan 2022 – Sep 2022 · 8 mos · Noida, Uttar Pradesh, India

Aug 2020 – Jan 2022 · 1 yr 5 mos · Noida, Uttar Pradesh, India

May 2019 – Jul 2019 · 2 mos · Noida Area, India

• Aimed to enable Auto-Scaling of Cloud services by predicting future resource demands.
• Involves time series data analysis and forecasting using models like ARIMA, SARIMA, Multi-
• Layer Perceptron , Long Short-Term Memory (LSTM) and Multi-Output Regressors.
• Provided a Saving Potential of approximately $ 1 million/year on the given service.

Dec 2018 – Feb 2019 · 2 mos

• Comparison of classifiers like Neural Networks, Logistic Regression, Naive Bayesian Classifier, K Nearest Neighbours and Decision Tree based on their performance on the ANURAN dataset(by UCI).
• Using this comparison, developed an ensemble approach solution, which was further optimised using Genetic Algorithm.

Jun 2018 – Jul 2018 · 1 mo · Delhi Area, India

• Worked directly with IT Department to create and develop a php based
• software for contract management using MySQL database.