Haris Muhammad:

Responsibilities: • Created, Trained, and Deployed Machine Learning Models leveraging Pandas, NumPy and SciPy packages in Python, developed on Jupiter notebook and deployed to GitHub • Led weekly meetings with engineers and product managers to consult them about the findings and provide updates using Microsoft teams Achievements: • Performed exploratory data analysis, designed, trained and deployed statistical and machine learning models with 97% accuracy, leveraging Scikit-learn, and pandas in python on the AWS SageMaker cloud service. • Analyzed and presented the findings to management and Software developers to incorporate into the entire software development team using Microsoft PowerPoint

Responsibilities: • Devolve new features and improvements in the codebase • Bug fixes created in JIRA Achievements: • Implemented and integrated a JavaScript logger to log REST API calls to promote user and developer understanding of data manipulation using Node.js and VS code platform • Built and deployed Docker images onto Kubernetes clusters to test the accuracy of my code using Postman • Developed an authentication system for an internal service by taking advantage of Kubernetes secrets and environment variables

Responsibilities: • Assisted students in learning HTML/CSS, and JavaScript on VS code • Collaborated with other TAs and supervisors to make sure that all the students excelled • Graded student projects and provided personally curated feedback Achievements: • Oversaw two lab sections consisting of over 50 students each for the web development course per semester

Responsibilities: • Performed day-to-day administration of ServiceNow by maintaining business services and configuration item relationships in the Service-Now tool • Utilized the design of the EC2 mid-server to gather the information using ServiceNowAPI-based discovery for AWS