At Promize IT Services, I spearheaded a project enhancing car price predictions using advanced algorithms and AWS, showcasing my technical prowess in Python and cloud technologies. My ability to transform complex data into actionable insights through Tableau demonstrates both my analytical acumen and effective communication skills.
· Worked on a project called Predicting and comparing car prices using KNN Algorithm, Random Forest, decision trees, Neural networks.
· Utilized essential libraries such as NumPy, pandas, sklearn, matplotlib for data cleaning, preprocessing, modeling and visualization.
· Used Tableau to create interactive dashboards and visualizations to present car price predictions and comparisons.
· Employed Tableau to analyze and explore data trends, providing clear and concise visual insights.
· Launching Amazon EC2 Cloud Instances using Amazon Web Services and configuring launched instances with respect to specific applications.
· Created snapshots and Amazon Machine Images (AMIs) of the instances for backup and creating clone instances.
· Provisioned AWS resources using management console as well as Command Line Interface (CLI).
Performed hyperparameter tuning with Python to optimize the performance of machine learning models using techniques like GridSearchCV and RandomizedSearchCV