Kainat Khan Email & Phone Number

Halifax Regional Municipality, Ns, Ca

Halifax Regional Municipality, Ns, Ca

Halifax, Nova Scotia, Canada

▪ Managing the annotation, processing, and augmentation of an extensive dataset of images of marine objects using AWS SageMaker Ground Truth, ensuring high-quality data for training.▪ Training and fine-tuning the YOLOv5 model on sonar images of marine vehicles to achieve 96% accuracy and improved inference speed by approximately 40%.▪ Deploying and managing endpoints for trained models on AWS SageMaker Studio and integrated with lambda function and API gateway to enable real-time inference and seamless integration with existing applications.▪ Analysing the results using web API and fine-tuning the model by data augmentation resulting in better inference.▪ Assist the computer vision engineer in training and benchmarking the algorithm on AWS.

New York, United States

▪ Lead migration and refactoring of legacy ERP desktop application into an on-perm web application using .NET / Entity Framework / SQL Server / React and Angular modular monolith while achieving 80% unit-test coverage.▪ Implemented secure service-to-service communication between different payment gateways, the Federal Board of Revenue, and the company's services via OIDC.▪ Designed and implemented snowflake schema for an in-house OLAP data warehouse to support financial analytics at real estate and housing business development.▪ Wrote exhaustive software design guides to ensure adherence to SOLID principles, and design patterns, and prevent over-engineered abstractions.▪ Architected and implemented a mono-repo of HTTP and asynchronous ASP .NET micro-services on the Google Cloud Platform, leading to reduced system coupling and faster feature delivery.▪ Managed a process re-engineering project to improve and consolidate end-to-end service processes; restructured communication flow among 10 departments and reduced paperwork by 75%.▪ Developed business modules to achieve 60% digitization of the organization’s housing and HR business domains.

Islamabad, Pakistan

▪ Configured, tested, and provided support for Financial Applications.▪ Automated regression test suites with Selenium WebDriver in Java, significantly reducing testing time while expanding test coverage and 20% increased tester productivity.▪ Created and maintained automation test scripts for A/B, sanity, and smoke testing of iOS, Android, and ReactJS FinTech applications.

Master In Applied Computer Science, Computer Science

Bachelor Of Engineering - Be, Computer Engineering, A

Activities and Societies: NUST Voluteers Club, Women in Engineering, Volley Ball