About
A focused overview of my education, engineering experience, and technical project work.
Education
University of Waterloo
Bachelor of Applied Science, Computer Engineering
C/C++VerilogAssemblyPythonAltium DesignerSolidWorksAutoCADLinux
Lahore Grammar School
GCSE (Cambridge International)
O Levels — 10 A*sA Levels — 4 As
Experience
Backend Engineering Intern
League Inc.·Toronto, ON
Identity Platform & Authorization Systems
- —Owned and delivered an end-to-end multi-tenant authorization POC, integrating SAML login, Auth0 Actions, JWT claims, and Cedar policy evaluation
- —Reduced role count by 93% and JWT payload size by 83% through dynamic role mapping, claim validation, and post-login claim injection
- —Established implementation patterns and rollout documentation to support scalable tenant onboarding without introducing new static roles
GoAuth0CedarSAMLJWTPostgreSQL
AI/ML Engineering Intern
NETSOL Technologies·Calabasas, CA
LLM-Powered Document Intelligence
- —Engineered an LLM-powered ingestion pipeline that automated processing of 10,000+ financial documents per month, cutting manual effort by over 99%
- —Implemented LangFuse-based observability to trace model behavior and improve structured extraction quality by 40%
- —Built an unsupervised fraud detection system that achieved 96% accuracy across 100,000+ monthly activations
PythonLangChainLangFuseScikit-learnDockerAWS
Software Engineering Intern
AfterQuery (YC W25)·Remote
AI Training Data & Evaluation Infrastructure
- —Shipped bug fixes and targeted feature patches across foundational Python libraries used to generate high-quality training data for frontier LLMs
- —Built reproducible Docker environments to replicate legacy states and verify fixes against original issue conditions with full consistency
- —Developed comprehensive test coverage for edge cases and boundary conditions to strengthen autonomous software-engineering evaluation tasks
PythonDockerGitTestingCI/CD
Services Intern
Tetra Pak·Lahore, Pakistan
Industrial Services
- —Supported industrial service workflows by assisting with operational diagnostics, maintenance tracking, and process documentation
- —Collaborated with cross-functional teams to analyze service procedures and identify opportunities to improve execution reliability
- —Delivered clear technical reporting that improved handoff quality between field operations and internal engineering stakeholders
Full Stack Engineer
National University of Science and Technology·Islamabad, Pakistan
University Research
- —Contributed to full-stack feature development across frontend and backend modules for internal university research initiatives
- —Implemented and tested product enhancements with a focus on maintainable code structure, reliability, and iterative delivery
- —Partnered with researchers and engineering teammates to translate project requirements into practical, production-minded implementations