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Working Professional with 2.8 years of experience. Have gained good exposure to understand various aspects of Artificial Intelligence through the Masters Program which has developed a great sense of confidence at a very personal level. Hence, I s...Show More
Data & Analytics
Store Sales Prediction (Retail)
Transformed the variables by using data manipulation techniques like One-Hot Encoding and performed an Exploratory Data Analysis to see the impact of variables over Sales.
Used ML models such as Linear-Regression, Lasso, XGRegressor. verified model performance along with techniques such as PCA, GridSearchCV for hyper-parameter tuning.
Time-Series analysis/prediction with traditional ML model ARIMA and also LSTM.
Pet Classification Model Using CNN
Built Deep Learning CNN (Convolutional Neural Network) model to classify Cats and Dogs.
Validated data augmentation techniques to overcome the challenge of fewer data images (20 images of each category) and there was an improvement in the model performance
Home Security : Face Recognition Model
Implemented Object detection model using the jetson-interface package, deployed on NVIDIA Jetson-Nano board.
• Face recognition model training and deployment on the Jetson-Nano/raspberry-pi 4Show More Show Less
SkillsPython Deep Learning Computer Vision
Mercedes-Benz Greener Manufacturing
- Regression Problem, prediction of target variable in seconds time that the car needs to pass the test
Performed EDA, label Encoding, PCA for dimensionality reduction
Developed XGBoostRegressor model.