About

Reddy Vishnuvardhan CHALLAPALLI is an Algo and Analytics Developer at FlexTrade with a strong interest in data science, machine learning, and artificial intelligence. He is currently pursuing a master's degree in Computer Science at the University of North Carolina at Charlotte. Reddy possesses a strong command of mathematics and enjoys applying mathematical concepts to solve real-world problems. He has 4.69 years of relevant experience in the field and has previously worked as a Machine Learning Engineer at Deka Research & Development. At Deka, Reddy developed Image Segmentation Algorithms using Deep learning and utilized techniques like knowledge distillation and label smoothing to improve the performance of the model. He is proficient in frameworks like Pytorch and Tensorflow and has worked on deploying Object Detection deep learning models like SSD, YOLO, using TENSORRT, CUDA, and other frameworks for higher throughputs and lower latencies. Reddy also has a good expertise in dealing with sensors and fusing information from sensors. He has worked on Object tracking and implemented tracking algorithms like Hungarian for maximum bipartite matching. Reddy is proficient in C++ and has contributed to the SDK for the company. Reddy's education history includes a Bachelor of Technology in Electrical, Electronics and Communications Engineering from SRM University and a Master's degree in Computer Science from the University of North Carolina at Charlotte. Reddy's tech stack includes ML, Deep Learning, Object detection, Data Scientist, Object Detection, Image Segmentation, Tensorflow, and Pytorch.