01 / ABOUT & EXPERIENCE
Researcher. Engineer. Teacher. Writer. Two-time Computer Science gold medallist.
SHEIKHUPURA → LAHORE → BRISBANE
I’m Muhammad Husnain, a PhD researcher in Artificial Intelligence at Griffith University with a CSIRO research engagement. My current focus is fine-grained hyperspectral land-cover analysis.
My route here runs through parallel algorithms, university teaching, full-stack engineering and technical publishing. Those experiences shape how I research: question the result, inspect the details and explain the work clearly.
Outside work, I enjoy badminton, cooking, reading and thinking about the next useful thing to build.
02 / THE TIMELINE
Doctoral researcher / Artificial intelligence
Fine-grained hyperspectral analysis, weak supervision, higher-order representations and rigorous model evaluation. Research engagement with CSIRO, including work across agriculture and Data61 collaborations.
Co-founder / Technical writer & editor
Technical writing, company strategy, team coordination and client delivery. This portfolio includes Top Rated Upwork work, ghostwritten DesignGurus courses, DelftStack tutorials, Oxylabs content and other clients. Hundreds of articles produced, edited or reviewed.
Software engineer
ASP.NET Core and C# application development, SQL, web interfaces and maintainable implementation.
Lecturer / Computer science
Chiniot–Faisalabad campus. Teaching, course design, student assessment, workshops and final-year project supervision. DELTA research group involvement.
College teaching internee / Computer science
Undergraduate teaching, examination coordination and assessment.
External practical examiner
B.A./B.Sc. practical examinations.
MPhil research & research assistance
Parallel sequence alignment, distributed and shared-memory computation, correctness and complexity analysis.
WRITERBRICKS / DESIGNGURUS COURSE CONTENT
Within my WriterBricks portfolio, I co-authored and ghostwrote DesignGurus course content in recursion, data structures, concurrency and design patterns.
Explore the courses03 / TEACHING
At FAST–NUCES, I taught undergraduate computer science and supervised final-year projects.
04 / EDUCATION & HONOURS
2023 – PRESENT
Griffith University, Australia
Fine-grained hyperspectral analysis, weak supervision and higher-order representations.
2017 – 2019
University of the Punjab, Lahore
2013 – 2017
Government College University Faisalabad
PEEF Scholar · 2013–2015
MPhil research assistance · PUCIT
English · Urdu · Punjabi
ICS, Government Degree College for Boys, Shahkot (2011–2013); matriculation, Government High School for Boys, Lagar (completed 2011). Six-month Computer Office Applications certificate.
Professional development includes AI/ML/DL training (2020), distance-learning workshops (2020), agent-based modelling (2017), WEKA data mining (2018), Cisco NetAcad (2016), IEEE PSCSC (2015) and an intelligent transportation systems seminar (2019).
05 / TECHNICAL TOOLKIT
Python · PyTorch · scikit-learn · NumPy · pandas · OpenCV · CNNs · Transformers · Mamba · GNNs · Hypergraphs · Experimental design
C / C++ · C# · Java · JavaScript / Node.js · Scala · SQL · ASP.NET Core · Linux / Bash · MPI · OpenMP · CUDA · Git · Docker
NetLogo · Vensim · MATLAB · WEKA · LaTeX · Technical writing · Editorial review · Documentation · Source verification
Griffith University × CSIRO
WriterBricks
SudoBricks
FAST–NUCES