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Consultant
Computer vision developer at Bentley Systems who built a GCP detector scoring F1 ≈ 0.92 on about 12,000 drone images.
PakistanConsultant at Bentley Systems
Built a ground control point detector for drone survey photos using geometry checks only, achieving F1 ≈ 0.92 on about 12,000 images. Developed an OCR pipeline for equipment nameplate photos using PaddleOCR, extracting structured data to JSON.
PythonOpenCVNumPyPaddle OCRCVATAzure Blob StorageGitDocker
Conducted research and course projects in computer vision and robotics, including an MS thesis on 3D reconstruction of wheat plants.
Computer VisionRobotics3D ReconstructionResearch
Labelled drone-captured 3D point clouds and photos of telecom towers, fitting 3D cuboids to antennas and other components. Trained new hires and drew AutoCAD site plans from top-view imagery.
3D AnnotationPoint CloudsAutocadData LabelingTraining
Pursuing an MS in Robotics & Intelligent Machine Engineering with a CGPA of 3.94/4.00. Thesis focuses on 3D reconstruction of wheat plants.
Completed a BS in Mechanical Engineering with a final-year project on honeycomb composites at the National Centre for Physics.
Profile sourced from Himalayas.