Summary
Roopkishor Singh is a Staff Data Scientist with about a decade of experience building production-grade ML systems across fintech and operational risk domains, now leading data science at Toast. He has deep hands-on experience deploying transaction categorization, income estimation, merchant extraction and customer LTV models as scalable APIs on AWS, and pioneered NLP-driven operational risk classification at Goldman Sachs. Comfortable with time series, classical ML and NLP, he combines statistical rigor with product-minded engineering to turn feedback loops into model improvements. Based in Karnataka, he also co-founded and led a 22-person data science group at IIT Roorkee, demonstrating a knack for community building and mentorship beyond his corporate work. Roopkishor’s background in mechanical engineering and early IoT exposure gives him a practical systems perspective that complements his agentic AI and fintech focus.
10 years of coding experience
5 years of employment as a software developer
Indian Institute of Technology Roorkee
High School, High School at Tata Chemical DAV public School
English, Hindi