Hemanth B

Hemanth B

MSE Graduate with 2.5+ years’ professional experience in researching and implementing Computer Vision, ML/DL algo w/ ...
Bahrain
English

About Me

2+ years’ academic experience in Signal & Image Processing, Computer Vision, NLP, Machine & Deep Learning

Experience

Researcher and Founder

Stealth Startup
May 2021 - Present · 5 years 2 months

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.

Researcher & Founder

Stealth Startup
May 2026 - Present · 1 month

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.

Speech Algorithm Developer

Aural Analytics Inc., Scottsdale, US (Startup)

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.

Mathematics Teaching Assistant

Arizona State University, Tempe, Arizona

Taught College Algebra, College Math, Probability and Statistics, Calculus I-III, Linear Algebra, Mathematics for Business Analysis to Undergraduate students

Skills

Python Statistics Computer Vision GIT Version Control (GIT) OpenCV Pytorch TensorFlow Amazon Web Services (AWS) Deep Learning Docker Kubernetes Machine Learning Natural Language Processing Terraform MATLAB ECS PyTorch TensorFlow Keras scikit-learn Pandas NumPy HuggingFace PyKaldi Git MLOps Signal Processing Image Processing NLP Speech Processing CUDA RNN LSTM GRU YOLO SIFT RANSAC Mask R-CNN U-Net Kalman Filter Particle Filter Wavelet Transform LDA HDP Random Forest SVM Gradient Boosting Naive Bayes MLP GMM PCA
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