SkillFactoryData Scientist
Dec. 2019 - Jun. 2021Some of my projects: Estimation of people’s age in a streaming video
· Created a neural network model in Python, that outperformed the mean absolute error on cross-validation by 4.0%.
· Combining model with OpenCV library to launch on the local webcam Image classification
· Created a neural network model in Python, that defines a car model based on the car image. The final accuracy of more than 97% Car market price prediction
· Created a car price prediction engine that contains two different decision tree models, the NN model to process tabular data, the NLP model for processing car descriptions, and the NN model for processing car images. Final MAPE - 12.6%