Usama H.

I am a Robotic & AI Engr & have done Bachelor's in Robotics (Mechatronics) & further MSc in Artificial Intelligence (Deep/ MAchine Learning) I have gained a lot of experience in the following fields:- - Deep Learning - Machine Learning - Artificial Intelligence - Neural Networks (CNN, RNN , Reinforcement Learning, LSTM, GRU) - Embedded Sys (Arduino & ESP 32) - Robotic Modelling (UR5 Industrial Robot) My work is now prominent in the field of Computer Vision, especially in making models for - Abnormal Activity Detection for multiclassification problem - Classification - Detection - Semantic Segmentation - Labelling - Object Detection - DCGAN I have also implemented Image Processing Techniques include:- - Image Enhancement. - Image Restoration - Image Compression - Binary / Multi Thresholding - Dilation - Erosion In Machine Learning my experience is in forecasting/ prediction - Linear / Logistic Regression - Supervised/unsupervised - SVM - KNN I can make Mobile App using these Computer Vision Model after conversion to TFlite models using MetaDATA format Besides these I have done projects using multiple sensors especially in Arduino & ESP - Finger Print Door Lock unlock attendance system - Smart Blind Stick using IoT Cloud & Mobile Wifi Application - ESP 32 CAM face recognition (sending Image Histogram via serial comm) So, waiting for something new & exciting Thanks