Pavan Kumar Reddy K.

Machine Learning Engineer |Computer Vision Engineer • Proficient in Deep Learning ,Computer Vision and Reinforcement learning • Familiar with machine learning libraries like TensorFlow , Pytorch , OpenAIGym etc. • Adept In OpenCV worked on projects like Face-Detection , Facial Recognition, Face Landmark detection and Emotion Detection • Experienced in optimizing machine learning models using callbacks , early-stopping , validation , image pre-processing. • Proficient in creating dense models ,CNN models for supervised and unsupervised learning tasks ranging from classification , regression to clustering tasks • Created models for object detection(using Transfer learning from popular models like Resnet-30 ,Alexnet etc) • Made models for stock prediction ,Music Generation, QR code Decoding ,Text generation, Credit Card Fraud detection • Familiar with concepts like SLAM(Simultaneous Location and Mapping) and Semantic Segmentation for localisation in tasks in Self Driving Cars • Familiar with the concepts of Transfer learning in computer vision and used famous models such as YOLO and SSD for object detection tasks • Worked on interesting projects such as Human-Pose Estimation , Vehicle detection , Pedestrian Detection • Proficient in creating models for Lane Detection (for Self-Driving Cars) and algorithms like VARI (for crop Analysis) • Worked on Deploying models on Edge devices using OpenVino Toolkit and TensorFlow-Lite You can check all my projects from the bellow repo: [login to view URL] and my Linkedin from here [login to view URL] You can check my medium blogs from here [login to view URL]