Akshat Gupta Email & Phone Number

Gurugram, Haryana, India

Chandigarh, India

Worked on Live Project based on NILM named "E-Sense: Non-Intrusive Load Monitoring Device"o Developed the python code for E-Sense, a device used to monitor the load of all household appliances using measurement boardso Preprocessed and trained the collected data using various machine learning models such as Linear Regression, Random Forest Regression, Decision Tree Regression, XGBoost, SVM and Neural Networks (RNN, LSTM)o Calculated the losses of predicted data using root mean… Show more Worked on Live Project based on NILM named "E-Sense: Non-Intrusive Load Monitoring Device"o Developed the python code for E-Sense, a device used to monitor the load of all household appliances using measurement boardso Preprocessed and trained the collected data using various machine learning models such as Linear Regression, Random Forest Regression, Decision Tree Regression, XGBoost, SVM and Neural Networks (RNN, LSTM)o Calculated the losses of predicted data using root mean square error and mean average erroro Reduced the calculated losses by increasing epochs of neural networks and further training of data (regression models) Show less

Chandigarh, India

The internship was based on Python and Data Science. o Conducted a detailed study on python language and data science (machine learning and deep learning)o Used Jupyter Notebook for writing, running and debugging the python code for Iris dataset classification and Car Price Prediction projectso Implemented various python libraries (NumPy, matplotlib, pandas) on multiple datasets (Iris dataset and Car Prices) and trained the datasets using classification learning method

Chandigarh, India

o Studied various types of software testing (smoke testing, sanity testing, user acceptance testing (UAT), software development life cycle (SDLC) and software testing life cycle (STLC)o Developed the test cases in a spreadsheet for an e-commerce website and tested the test plans using QA source softwareo Carried out multiple bug report activities for in house websites