People
Graduate students, postdoctoral fellows and undergraduate researchers I supervise or have supervised.
Current team
PhD students
- Muhammad Shabbir HasanSmart Edge Devices for Applications in AgricultureSince 2024
- Ayesha AnzerMultisource Data Fusion for Autism Spectrum Disorder Detection Using Foundation ModelsSince 2024
MASc students (thesis)
- Christopher Joseph OdeKochia Detection and Quantification in Aerial ImagesSince 2026
- Jaweria ZamanWild Oats Detection in Narrow Leaf CropsSince 2026
- Marya AlamzebHigh-throughput Imaging and ML Tools for Vascular Trait Phenotyping in Wheat StemsSince 2026
- Mohammad ShamsherQuantification of Wheat Stomata in Microscopic ImagesSince 2026
MEng students (project)
- Ali NaqviWheat Detection and Counting of Wheat Spikes Using a Lightweight ModelSince 2026
- Lukman AmiduFusion of RGB and Thermal Imaging for Wheat Plot ClassificationSince 2026
- Muhammad AliLabel-Efficient RGB–Event Semantic SegmentationSince 2026
Alumni
Postdoctoral fellows
6 completed
- Muhib UllahDeveloping Machine Learning Methods for RGB Images to Quantify Crops Across Agricultural Fields2026Algorithm Engineer, Super GeoAI Technology
- Gaurav WaliaEstimation of soil moisture and carbon content using radio frequency (RF) sensing and RGB images2025Postdoctoral Fellow/Sessional Instructor, University of Regina
- Yingchao (Kelci) HuangUnsupervised Weed Segmentation2024Instructor, Saskatchewan Polytechnic
- Muhammad Hamza AsadDeveloping Machine Learning Methods for RGB Images to Quantify Crops Across Agricultural Fields2023–2024Assistant Professor, University Canada West
- Syed Aamir Ali ShahNoise Data Classification2021–2022Senior Machine Learning Engineer, Ground Truth Agriculture Inc.
- Muhammad Asif ManzoorData Centric Protein Extraction Process Optimization2018–2019Staff ML Compiler Engineer, Tenstorrent
PhD students
7 completed
- Numair NadeemDomain-Robust and Label-Efficient Semantic Segmentation Frameworks for Visual Scene Understanding2023–2026Artificial Intelligence Scientist, Precision AI
- Nisar AliHigh-Throughput UAV and AI-Based Phenotyping for Wheat Breeding Under Field Conditions2022–2026AI Algorithm Engineer, Super GeoAI Technology
- Muhib UllahPrecision Canola: Consistency Analysis, Damage Quantification, and Insect Monitoring2021–2025Algorithm Engineer, Super GeoAI Technology
- Olufemi OluyemiMachine Learning Driven Parameter Extraction for Microwave Filter Design2020–2025Co-supervisedPostdoctoral Fellow, University of Regina
- Yingchao (Kelci) HuangCoping with the Distribution Change in Soil Classification with LIBS2021–2023Instructor, Saskatchewan Polytechnic
- Muhammad Hamza AsadApplication of Artificial Intelligence to Variable Rate Technology in Agriculture2019–2023Assistant Professor, University Canada West
- Syed Aamir Ali ShahParkinson’s Disease Classification, Monitoring and Optimization of Deep Brain Stimulation2017–2021Senior Machine Learning Engineer, Ground Truth Agriculture Inc.
MASc students (thesis)
16 completed
- Shayan JalilianVision-Language Guided Parameter-Efficient Semantic Conditioning of the Segment Anything Model under Limited Supervision2024–2026
- Ahmed MohammedSpinel: A Framework for Counting Wheat Spikes and Kernels Using UAV and Ground-Based Imaging in Breeding Fields2022–2024Claims Analyst, Saskatchewan Government Insurance
- Ekunayo (Ayo) Oluwabami BabalolaClassification of Soil Surface Texture Using High-Resolution RGB Images Captured Under Uncontrolled Field Conditions2021–2023Data Scientist, Sasktel
- Fatimah IslamQuantification of Crops’ Consistency on Corn Fields Using Robust Deep Learning Models2021–2023Engineer in Training, Transmission Engineering Stations, Saskpower
- Niloufar MalekpourPart-Aware Vehicle Re-identification using Harder Negative Aware Triplet Loss and Attention Embedded Learnable Resizer2020–2022Co-supervisedData Scientist, Conexus Credit Union
- Vincent ChanAn Analysis of Shallow vs Deep Features for AI-Based Plant Disease Detection2018–2022Technology System Engineering Manager, Sasktel International
- Danae LemieuxDesign and Validation of a Data-Driven Infrastructure Decision and Planning Framework for Improving Climate Resiliency of Small Municipalities and Rural Communities2017–2022Co-supervisedSenior Environmental Engineer/Operations Leader, NewFields Canada Inc.
- Hafiz Sami UllahA Deep Learning Based Approach for Canola and Weed Segmentation in Precision Agriculture2019–2021Machine Learning Engineer, RBC Borealis
- Mohana DasDeepVeg: Deep Learning for Multiclass Segmentation of Weed, Canola and Canola Damage2018–2021Business Consulting Manager- Data Scientist, Sasktel
- Muhammad Hamza AsadApplication of AI for Variable Rate Technology in Agriculture2018–2019Assistant Professor, University Canada West
- Ahmed AleshinloyeData Reduction in Smart Grid2017–2018Senior Applied Scientist, Docusign
- Umar AhsanDistributed Architecture for Managing Big Data in Smart Grid2015–2017Data Scientist Consultant, Avanade
- Syed Afaq Ali ShahImage Registration of Magnetic Resonance Scans of Human Organs for Diagnostic Purposes2008–2009NWFP University of Engineering and Technology PeshawarSenior Lecturer, Edith Cowan University, Australia
- Muhammad Usman Karim KhanReal Time Line Feature Extraction: Design and Implementation2008–2009NWFP University of Engineering and Technology PeshawarLead Solution and Performance Architect / Product Owner for Hybrid Cloud, IBM, Germany
- Muzzammil Haroon JanCapacity Planning in CDMA Systems2008–2009NWFP University of Engineering and Technology PeshawarManager Voice Operation, Wateen Telecom Limited
- Sajid SaleemRegistration of Aerial and Satellite Farmland Imagery2007–2009NWFP University of Engineering and Technology PeshawarAssociate Professor and HoD Computer Science, National University of Modern Languages, Islamabad, Pakistan
MEng students (project)
20 completed
- Muhammad Emad RazaWheat Plot Classification from Unaligned Hyperspectral Images: A Comparative Evaluation of Deep Learning Models Under Faulty Sensor Conditions2026
- Muhammad Mubeen TariqHigh-Throughput Stomata Detection Using a Handheld Edge Device2026Engineer in Training Reliability and Portfolio Management, SaskPower
- Sahista Arif KureshiComparative Analysis of Semi-Supervised Learning (SSL) Techniques for Semantic Segmentation2025Cyber Security Analyst, SaskEnergy
- Dev JoshiEvaluation of Plant Count Methods for Densely Populated Lentil Crops2025Research Coordinator, Suncrest College
- Vasu GoswamiRow Detection for Accurate Plant Counting: A Flax Case Study2024–2025Electrical Engineer-In-Training, Scovan
- Muhammad Qamar ZamanComputer Vision-Driven Insect Monitoring: Detection and Counting of Flea Beetles2024–2025Electrical & Instrumentation Planner, Tacora Resources
- Uzair KhanCanola Crop Damage Quantification Using Ensemble Semantic Segmentation Framework2024–2025
- Shivam SharmaQuantification of Sunflower Crop Consistency Using Deep Learning2024
- Akshat RathodMachine Learning Based Quantification of Peas Crop2024IT Support Technician, The Nest Health Centre
- Muhammad Ayoob SoomroQuantification of Dry Bean Crop Consistency Using Deep Learning Techniques2023–2024Electrical Engineer in Training, Stantec
- Ahmad SarfrazWheat Kernel Count Estimation using Deep Learning Algorithm2023Warranty Analyst, Brandt Group of Companies
- Ikenna NwokoWheat Midge Population Monitoring using Convolution Neural Network2022–2023Data Analyst, Brandt Group of Companies
- Keyur VariyaCNN Based Object Detection For Creating Crops Dataset2021Programmer / Systems Analyst, Information Services Corporation (ISC)
- Raj SutharBroadleaf Weed Classification System2020–2021Automation Engineer, Rockford Engineering Works Ltd.
- Aravindh Reddy ChapalaMachine Learning in Predicting Filter Design Parameters2020–2021Co-supervisedJunior Machine Learning Engineer, Omdena
- Tolulope OgunleyeMachine Learning in Predicting Filter Design Parameters2019–2020Co-supervisedJunior RF Engineer, MDA.Space
- Segun AjileyeAn Embedded System for Image Based Forest Fire Detection2016Electrical Engineer - Reliability and Plant Engineering, K+S Potash Canada
- Abhishek RastogiComparative Study of SDN Controllers – In Terms of Traffic Handling Capabilities2015–2016Team Lead - IT Technical Support, ISM Canada
- Jaswinder KaurPerformance analysis of a wireless local area network system2014–2015IT Analyst, WBM Technologies
- Zait RahmanNext Generation Network and IP Multimedia Subsystem (NGN/IMS)2014–2015Senior Security Engineer, Costco Wholesale, Seattle
Research interns and visiting students
5 completed
- Kanwardeep Singh PannuUsing Machine Learning to Improve Underground Mine Roof Safety Evaluation2025Co-supervisedUniversity of SaskatchewanMachine Learning Researcher, University of Saskatchewan
- Bao YunqingObstacle Detection and Avoidance in Remote Controlled Car Using Artificial Intelligence2019Beijing Institute of Technology
- Sameer Kumar PandeyChronic Disease Prediction using Artificial Intelligence2019Indian Institute of Technology (IIT ISM), Dhanbad, IndiaMember of Technical Staff II, Adobe
- Everton Augusto de Lima AndradeLocation estimation of sensor nodes in ad-hoc wireless sensor networks2014Cloud Solution Architect and Co-founder, O3S, Brazil
- Rodrigo da Silva MaiaCharacterization of an Inertial Measurement Unit2013
Undergraduate capstone projects
35 students advised across 16 design teams
- Insect Counting SystemJosh Perez, Jakob Clinton, Angelo Walsh2023–2024
- Robot for Fire DetectionSelam Temnewo, Yash Gotherwal2023–2024
- Quality of Life Monitoring SystemCurtis Ficor, Jadon Donais, Sharmarke Hassan2022–2023
- Portable COVID-19 Screening DeviceNeel Rajesh Khatri, Ammar Alvi, Shannon D’souza2020–2021
- Residential Wireless Air Flow MonitorPengyue Wang, Jiachen Li, Zeyu Li2019–2020
- Environmental Noise MonitoringAbdulaziz Alotaibi, Jose Lagrosa, Robin Pandher2018–2019
- RC CarMohammed Benhammou, Muhammad Ali Baloch2017–2018
- Capstone design projectMatthew Selin2017–2018
- Programmable Live Audio Controller (PLAC)Vanessa Lee, Cameron David Gaveronski2016–2017
- VoltRider eBikeZachary Ediger, Roger Boutin2015–2016
- TreeFall - Active Noise CancellationJared Schroeder, Robert Tillie2015–2016
- Gymtron: The Automatic Weight Training TrackerMark Rumpel, Kyle Shaw2014–2015
- Green Garage: Solar Design, Installation, and EvaluationAltejaney Kair, Jason Whitelaw2014–2015
- Adala: A software tool for facilitating law enforcement agenciesHamad Al Marri2014–2015
- Smart jacketKeabetswe Kootshotse, Patrick Ryan Stancu2013–2014
- Power-line audio interface (PLAI) systemLindsey Dustin Lloyd Petersen, Dillon Charles Ruchotzke2013–2014