About

Pranshu Agarwal is a highly skilled and experienced Machine Learning Engineer with a passion for solving complex problems using Machine/Deep Learning at scale. With over 4 years of relevant experience, Pranshu has worked on various projects involving Computer Vision, Natural Language Processing, and Deep Learning. Currently, Pranshu is a Senior Machine Learning Engineer at Hike, where he works in the Data Science Team. He has experience in training computer vision models and deploying them into production, serving models to more than 5 million people with a latency of 3 seconds. Pranshu's expertise in Computer Vision is evident in his work on Project 1 - HikeMoji, where he created a 2D virtual avatar of a person from their photo/selfie. He identified facial features, analyzed face shapes, predicted colors, and designed the pipeline for tagging images. Pranshu also prepared training data using various preprocessing techniques in OpenCV based on different computer vision techniques. He deployed and served the models on a Python backend with low latencies and high throughput, achieving high accuracy and customer satisfaction rates. In addition to Hike, Pranshu has also worked at Aspire Innovations as a Data Scientist (Intern). Here, he built machine and deep learning models to identify key factors contributing to high attrition rates. He also developed dynamic dashboards to monitor employee satisfaction rates and implemented a case tracking system to identify and fix communication lapses. Pranshu's work at Aspire Innovations resulted in a 20% reduction in attrition rates and better efficiency and communication among departments. Pranshu holds an Engineer's Degree from NSIT in Instrumentation and Control Engineering. He also has a High School degree from Ahlcon Public School and Apeejay School, Noida. Pranshu is proficient in various technologies, including ML, Deep Learning, Computer Vision, Data Scientist, NLP, Python, Mobile, Web3, Blockchain, NFT, CNN, OpenCV, TensorFlow, Flask, Pytorch, Backend, Neural Networks, SQL, Docker, and MongoDB. Overall, Pranshu is a highly skilled and experienced Machine Learning Engineer with a passion for solving complex problems using Machine/Deep Learning at scale. His expertise in Computer Vision, Natural Language Processing, and Deep Learning, combined with his proficiency in various technologies, makes him an asset to any organization.