1. Utilized Pandas, Numpy, and Matplotlib libraries in Python conduct a data analysis on the industrial line performance, identifying savings of approximately $214,000.2. Created Grafana dashboards for real-time monitoring of production line data to enhance performance by 6%, resulting in $500,000 in savings.3. Led project management activities to receive buy-in from cross-functional teams and senior leadership.

• Planned and designed P&IDs for multiple HVAC systems at several offices, residences and other communities. • Collaborated and coordinated on multiple projects (that includes working with various instruments like Transmitters, Controllers and other mechanical instruments) with various clients.• Further developed my skills in AutoCAD and SolidWorks during my time with H.H Angus & Associates.

• Performed code-like image classification, stock market forecasting and other Machine Learning code related to Linear regression/classification using Keras and TensorFlow.• Collaborated with a professor to complete 2 data science projects involving k-means clustering, decision tree, and random forest.• Developed coursework and lab-work for 1st year Automation Engineering students (40 students) that will be used by the future generation of automation engineers.

Volunteered as a McMaster Engineering Student Ambassador.

Promoted McMaster University and answered questions that incoming students had on various social media platforms.

• Co-ordinated between various team leaders to reach deadlines on 5 projects simultaneously.• Analyzed the manufacturing workflow which lead to an increase of product output by 35%.• Trained in various manufacturing and quality processes and machine tools (drilling, deburring, chamfering, CNC Machines etc.).