Mushtaq Shaikh
MS CS @ NC State University | Ex-R&D Engineer II @ Ansys
- Role
- Graduate Research Assistant at Ansys
- Location
- Raleigh, NC, US
- LinkedIn followers
- 500 followers
About Mushtaq Shaikh
Passionate software engineer specializing in High-Performance Computing (HPC), parallel…
Experience
Graduate Research Assistant
May 2024 — Present · Raleigh, NC, US
Engineered a high-performance Computer Vision pipeline in Python for Real-Time fiber transformationanalysis in Confocal Rheology.• Utilized advanced techniques such as Centerline Detection, Hauffman Graph Matching, and PrincipalComponent Analysis (PCA) to achieve 98% accuracy in quantifying multi-dimensional fiber deformations.• Implemented image processing workflow in Python and ImageJ, utilizing Morphological Operations (erosion- dilation, skeletonization), coupled with Machine Learning-based fiber segmentation, resulting in a 40% improvement in processing speed for fiber property measurements.• Developed Fiber Tracking system using custom Graph-based algorithms and Multi-Modal curvature analysis(Gradient and Menger methods), achieving sub-micron accuracy (±0.5μm) in 3D structure mapping and Real- time transformation analysis at 30 fps.
Education
North Carolina State University
Master's degree
2023 — 2025
Sharnbasva University, Kalaburagi
PUC
2014 — 2016
R. V. College of Engineering, Bangalore
Bachelor of Engineering
2016 — 2020
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