mh.MUHAMMAD HUSNAIN

01 / ENGINEERING & PROJECTS

Engineering & projects

A portfolio spanning parallel computation, web engineering, computer vision and research infrastructure.

02 / INDUSTRY

Software engineer / SudoBricks

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.

ASP.NET CoreC#SQLJavaScriptHTML / CSS

03 / PROJECT ARCHIVE

The things I’ve built.

Published research

PatchHyperGraphOut

CNN + Mamba + hypergraph enrichment for large-scene hyperspectral classification.

PyTorch · Mamba · Hypergraphs

Ongoing research

FG-Guard

Guarded post-training refinement for tiny objects in hyperspectral maps.

Spectral verification · Risk control

Research infrastructure

HSIForge

Unified model and dataset experiments, reproducible splits and detailed evaluation.

Python · PyTorch · Benchmarking

MPhil thesis

Doubly Fine-grained Aligner

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 algorithms

Engineering project

Number plate recognition & monitoring

A centralised computer-vision and monitoring system with real-time messaging and application infrastructure.

C# · ASP.NET Core · SQL · SignalR · Redis · RabbitMQ

Engineering project

AutoLube

Point-of-sale software for automobile lubrication stations.

Application design · Business workflows

BS final-year project

Dime Store in Hand

An extensive online grocery store connecting product browsing with online shopping workflows.

Web engineering · E-commerce

Academic software

Assignment submission system

Online coursework submission built around web and database workflows.

PHP · MySQL

Applied software

School management system

A school management system developed for Shaheen International School, Faisalabad.

Information systems · Web development

Published modelling work

Predator–prey simulation

Docked hybrid agent-based and system-dynamics experiments with food, sheep and wolves.

NetLogo · Vensim

NLP project & publication

Toxic comment classification

Early binary and multilabel classification experiments leading to a preprocessing study.

Python · scikit-learn · NLTK

Earlier research reports

IoT congestion & cloud security

Literature work on congestion control in constrained IoT networks and security in cloud/IoT systems.

IoT · Networks · Literature synthesis

Explore the portfolio

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