Nimalan Mahendran is a seasoned technology professional with extensive experience in machine learning, product management, and software development. Currently serving as a Staff Machine Learning Engineer at Liminal since October 2022, Nimalan contributes to ultrasound-based solutions for battery manufacturing. Previous roles include co-founding Bullfrog Labs, where Nimalan focused on incubating software solutions, and a significant tenure at Twitter, progressing through various positions from Software Engineer to Product Manager and eventually Staff Machine Learning Engineer. With a strong foundation in computer science, holding an MSc from The University of British Columbia and a BMath from the University of Waterloo, Nimalan has also worked with notable companies such as Summify, Optemo Technologies, and Qualcomm, gaining expertise in areas like natural language processing, product recommendations, and cross-platform software development.