Mahesh Sulugodu manjunath

Developing algorithms for Autonomous Driving (ADAS) - Developing deep learning models for 2-D object detection, scene segmentation using deep learning. - 3-D Lidar point cloud processing and object classification. Containerization of algorithms using Docker - Docker container and building Docker images. RESTful API and Web-services - Deploying TensorFlow models as Web-services. - Configuring NGINX web servers - Building and deploying TensorFlow serving models

Project: Fashion objects classification and Object detection using Deep Neural Network • Designing of deep learning network for real time detection of fashion objects. • A framework is developed for classification of similar fashion images. • Development of visual search application of fashion objects for mobile E-commerce • Development of android application for uploading images to the server • Android client server communication for parsing HTML data from server

Project: Semantic Segmentation using Convolutional Neural Networks • Design of fully Convolutional network for for semantic segmentation of ship. • Pixel wise classification for scene labeling of sea shore images. • Enhancing the prediction accuracy of neural network. • Deep learning for object detection

Project: Fashion classification and Object detection using Machine Learning (supervised learning). • Deep learning for real time Object detection of fashion items from the captured images. • Classification of detected fashion items. • Working of GPU's for faster computation. • Developing a demo application for real time classification of fashion objects .

Project: Monitoring the production of CFRP fibers using thermal image camera. • Developing a new monitoring system for automated carbon fiber placements (CFRP) using thermal image camera. • Includes fault detection, verifying fiber width, hot and cold spots and monitoring the process using image processing algorithms. • Robotic communication with BECKHOFF PLC using Twin-CAT 3.

Project: Singapore Airlines customer booking modules, Singapore. and Deutsche Bank • Programming experience in JAVA and embedded C and C++ • Web development for customer booking module and CSS and java scripts.

Machine Learning, Computer Vision, Software for Embedded Systems, Image Processing and Digital Audio Signal Processing

Image Processing, Microcontrollers, Embedded Systems Desing, Digital Signal Processing, DSP Algorithms and Architecture