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