Rishi Zirpe

Research Assistant @ IIT Delhi | Data Scientist @ Perfios

Role: Data Scientist at Perfios
Location: New Delhi, DL, IN
LinkedIn followers: 500 followers

Information TechnologyView LinkedIn profile

About Rishi Zirpe

I’m a data enthusiast with a passion for machine learning and deep learning. I love…

Experience

Data Scientist
Perfios
Nov 2024 — Present · New Delhi, IN
Engineered a robust sequence tagging model (MTEC-CRF) using a multi-branch deep learning architecture combining Char-CNNs, phonetic encodings (Metaphone), keyword flagging, and BiLSTM-CRF- Designed and applied over 15 data augmentation techniques including structural reordering, synonym/phonetic replacements, pincode anomalies, and separator removal, addressinglinguistic and regional variability across 2M+ Indian addresses.

Education

Lovely Professional University
Bachelor of Technology - BTech, Computer Science

Contact information

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Work email
•••••@perfios.ai
Personal email
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Current company

Perfios

Software Development · 1.6K employees · Founded 2008 · Bangalore, Karnataka, India

Perfios is India’s largest SaaS-based B2B Techfin company, empowering 1000+ FIs to take informed decisions in real-time. Headquartered in Bangalore, India Perfios specializes in real-time credit decisioning, analytics, onboarding automation, due diligence, monitoring and more. Perfios’ core data platform has been built to aggregate and analyze both structured and unstructured data and provide vertical solutions combining both consented and public data for the BFSI space catering to their stringent Scale Performance, Security and other SLA requirements. Perfios secured $80 million from Teachers’ Venture Growth, the late-stage venture and growth investment arm of the Ontario Teachers’ Pension Plan in March 2024. Earlier in FY 23-24, $229 Million was raised by Perfios in their Series D round from Kedaara Capital, marking the largest fund raise among Indian B2B SaaS companies for this financial year. Prior to this, Perfios raised $70 Million in Series C round from Warburg Pincus and Bessemer Venture Partners in February 2022. The latest round of funding has taken the total funding raised by Perfios to $435.1 Million. In 2025, Perfios made three strategic acquisitions to further strengthen its position across the fintech value chain. In April 2025, Perfios acquired IHX, a leading healthcare information exchange platform that serves as the critical link between healthcare providers and payers, enabling seamless digital integration across the industry. In March 2025, Perfios acquired Credit Nirvana, an AI-powered debt collections and recovery platform that empowers financial institutions to maximize collections, reduce delinquencies and minimize cost, through data science-driven insights and intelligent automation.

perfios.ai

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About Rishi Zirpe

Experience

Data Scientist

Education

Lovely Professional University

Find verified contacts for anyone on LinkedIn