Sania Atif
@saniaatif
ML engineer building deep learning models from scratch and deploying containerised AI on Azure, including event-driven pipelines.
PakistanWhat I'm looking for
I built an event-driven Azure pipeline that validates orders through an AKS microservice and launches ephemeral ACI containers for PDF generation. I added keyless authentication with a user-assigned managed identity and CI/CD through GitHub Actions.
For my CLIP project, I trained a model from scratch with PyTorch on Flickr8k and achieved 85%+ zero-shot accuracy. I’ve also built Transformer and graph neural network projects, and deployed an age and gender prediction model to mobile with TensorFlow Lite.
Experience
Work history, roles, and key accomplishments
STEAM Teacher
Engro Grammar School
Jan 2021 - Dec 2023 (2 years 11 months)
Taught science, technology, and maths to primary students. Built communication, documentation, and stakeholder management skills.
Intern
NECOP & Askari Bank
Jan 2019 - Dec 2019 (11 months)
Gained exposure to software development and banking operations.
Education
Degrees, certifications, and relevant coursework
Lahore University of Management Sciences
Master of Science, Computer Science
2024 -
Grade: 3.47/4.0
Pursuing a Master of Science in Computer Science with a focus on Machine Learning, AI, and Data Science. Current CGPA is 3.47/4.0.
National University of Sciences and Technology
Bachelor of Engineering, Software Engineering
Grade: 3.69/4.0
Completed a Bachelor of Engineering in Software Engineering with a CGPA of 3.69/4.0.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Portfolio
github.com/saniaatif1597/portfolioSalary expectations
Social media
Job categories
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