2+ years’ academic experience in Signal & Image Processing, Computer Vision, NLP, Machine & Deep Learning
Developed Photogrammetry algorithm for Orthomosaic and Point Cloud Generation using Local Feature descriptors
● Developed Custom Object Detection models (YOLO series) to detect Transmission Towers and Wind Turbine Defects.
● Developed Pre-processing image processing modules to detect noisy frames and remove them before detection/photogrammetry pipeline.
Developed Photogrammetry algorithm for Orthomosaic and Point Cloud Generation using Local Feature descriptors
Developed Custom Object Detection models (YOLO series) to detect Transmission Towers and Wind Turbine Defects.
Developed Pre-processing image processing modules to detect noisy frames and remove them before detection/photogrammetry pipeline.
Implemented signal processing algorithms for better prediction of Dysarthria in ALS patients
Improved existing version of preprocessing, like Speech-Non-Speech detector by reducing MAE by 90 % and sped up by 30%
Improved and validated the current Pitch Algorithm for Voice-Unvoiced detection in noisy environments using clustering.
Implemented, researched metrics based on forced- alignment of transcripts and speech audio through PyKaldi, Gentle, G-ASR
Created algorithms to detect outliers in speech signals like blank file detector, breath detector, etc for better QA Analysis.
Taught College Algebra, College Math, Probability and Statistics, Calculus I-III, Linear Algebra, Mathematics for Business Analysis to Undergraduate students
نظام التوظيف التشغيلي المعتمد على الذكاء الاصطناعي أولاً، الذي يوحّد ويؤتمت دورة التوظيف بالكامل للمؤسسات الحديثة حول العالم.
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