Published research
PatchHyperGraphOut
CNN + Mamba + hypergraph enrichment for large-scene hyperspectral classification.
PyTorch · Mamba · Hypergraphs01 / ENGINEERING & PROJECTS
A portfolio spanning parallel computation, web engineering, computer vision and research infrastructure.
02 / INDUSTRY
January 2022 – October 2023 · Pakistan / Remote
Turning requirements into maintainable applications.
Developed and debugged web applications with ASP.NET Core, C#, SQL and JavaScript. My work connected product requirements, implementation, testing and technical documentation.
03 / PROJECT ARCHIVE
Published research
CNN + Mamba + hypergraph enrichment for large-scene hyperspectral classification.
PyTorch · Mamba · HypergraphsOngoing research
Guarded post-training refinement for tiny objects in hyperspectral maps.
Spectral verification · Risk controlResearch infrastructure
Unified model and dataset experiments, reproducible splits and detailed evaluation.
Python · PyTorch · BenchmarkingMPhil thesis
Hybrid parallel pairwise sequence alignment at distributed and shared-memory levels. Includes correctness analysis and experiments on a four-workstation Beowulf cluster.
MPI · OpenMP · Parallel algorithmsEngineering project
A centralised computer-vision and monitoring system with real-time messaging and application infrastructure.
C# · ASP.NET Core · SQL · SignalR · Redis · RabbitMQEngineering project
Point-of-sale software for automobile lubrication stations.
Application design · Business workflowsBS final-year project
An extensive online grocery store connecting product browsing with online shopping workflows.
Web engineering · E-commerceAcademic software
Online coursework submission built around web and database workflows.
PHP · MySQLApplied software
A school management system developed for Shaheen International School, Faisalabad.
Information systems · Web developmentPublished modelling work
Docked hybrid agent-based and system-dynamics experiments with food, sheep and wolves.
NetLogo · VensimNLP project & publication
Early binary and multilabel classification experiments leading to a preprocessing study.
Python · scikit-learn · NLTKEarlier research reports
Literature work on congestion control in constrained IoT networks and security in cloud/IoT systems.
IoT · Networks · Literature synthesis