Ms. Sania Khalid SCIT

Ms. Sania Khalid SCIT - BNU

Ms. Sania Khalid

Lecturer

School of Computer & IT (SCIT)

Sania Khalid is a Lecturer at SCIT, Beaconhouse National University, Lahore, specializing in Data Science, Machine Learning, cloud computing, DevOps, and intelligent systems. She has experience in system administration, production monitoring, and cloud infrastructure, and is engaged in teaching and research in MLOps, Kubernetes, and scalable system design.

Bio

Sania Khalid is a Lecturer at the School of Computer and Information Technology (SCIT), Beaconhouse National University (BNU), Lahore. She is a Data Science and Machine Learning professional with a strong focus on cloud computing, DevOps practices, and intelligent systems engineering.

She has experience in system administration, production monitoring, and cloud-native infrastructure management, along with academic involvement in teaching and research in areas related to MLOps, Kubernetes, and scalable system design.

Academics

MS Data Sciences, Punjab University College of Information Technology (PUCIT), Lahore
BS Computer Science, COMSATS Institute of Information Technology

Experience

L1 Support Engineer, Seamless Distribution Systems, Lahore (May 2024 – Sep 2024)
System Administrator, SudoBricks (Sep 2024)
Teaching Assistant, PUCIT Lahore (Fall 2024 – Spring 2025)

Research Experience

Researcher – Kubernetes Resource Management
CloudNet Lab, PUCIT Lahore

Working on intelligent resource scheduling and autoscaling in Kubernetes environments
Exploring OpenTelemetry-based observability and reinforcement learning-based autoscaling
Focusing on performance-aware scheduling and cloud optimization

Projects

Dockerized ML API Hosting – Deployed regression model with REST API for temperature forecasting using Docker & Python
Jenkins CI/CD Pipeline – Built CI/CD pipeline with Jenkins, Docker, and Git-based automation
MLFlow Model Management System – End-to-end ML lifecycle tracking, deployment, and API serving using MLFlow