Jimmy Postwala

Career focus on advancing machine learning applications within the automotive industry, specializing in

developing and implementing models to enhance autonomous driving systems and vehicle intelligence. Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

• https://github.com/balram1108
• https://www.linkedin.com/in/jimmypostwala/

• Executed multiple projects utilizing Linear Regression techniques to analyze and predict data outcomes, enhancing predictive accuracy and insights.

 • Developed and implemented sophisticated classification models for example Naive Baye’s, to drive decision-making processes through accurate prediction and classification of complex datasets.

 • Leveraging Convolutional Neural Networks (CNN) for advanced computer vision projects, achieving breakthroughs in image and video recognition, analysis, and classification.

• Singular Value Decomposition (SVD)
• Perceptron Machine Learning algorithm
• Implemented regularized linear regression and use grid search and 5-fold cross-validation to find the optimal value of the regularization coefficient.
• Implemented regularized logistic regression and use grid search and 5-fold cross-validation to find the optimal value of the regularization coefficient.