Anshuman is a staff machine learning engineer at Freshworks, leading R&D on Generative-AI & language models and having successfully deployed multilingual features worldwide. Previously, he was a principal data scientist at Capital One, where he led the development of a fraud detection product, managing real-time traffic for 50 million users and reducing ML errors significantly. Earlier, at SparkCognition, he specialized in ML models for IoT device behavior, presenting his work at the OSDC West Conference. With a history of innovation, Anshuman's contributions to machine learning and data science are recognized through patents, conference presentations, and publications. His career spans roles that emphasize large-scale deployment and the building practical application of machine learning techniques.