Swaroop Honrao
@Swaroop
Data Science Engineer at Pearlstone Technology Pvt Ltd
Pune, Maharashtra, India
Swaroop Honrao is a Data Scientist with over two years of experience in machine learning, predictive modeling, and prescriptive analytics, specifically within the banking and insurance sectors. He specializes in developing customer lifetime value models, fraud detection systems, and Generative AI solutions. Swaroop holds an MSc in Artificial Intelligence and Robotics and is proficient in NLP, advanced statistical modeling, and MLOps tools like Docker and MLflow. He has a proven track record of delivering solutions that enhance business profitability and reduce risk.
Experience
Data Science Engineer
Pearlstone Technology Pvt Ltd
Developed a machine learning-based customer segmentation model using K-means and hierarchical clustering, improving personalized banking services and increasing customer retention by 15%. Built customer lifetime value (CLV) prediction models for a banking client to optimize retention strategies. Implemented fraud detection models for insurance claims leveraging ensemble learning and anomaly detection. Integrated NLP-driven Generative AI solutions for financial document summarization and risk assessment. Designed end-to-end machine learning solutions for financial and retail clients, including credit risk scoring and fraud detection pipelines. Collaborated with cross-functional teams to deploy ML APIs for real-time decision-making.
Education
University of Hertfordshire, UK
MSc
Artificial Intelligence and Robotics
Pune University
Bachelors
Electronics and Telecommunication
MSBTE, Pune
Diploma
Electronics and Telecommunication
Licenses & Certifications
Google Data Analytics
Coursera
Deep Learning A–Z
Udemy
Mathematics for Machine Learning
Coursera (Imperial College London)
Complete Python Bootcamp
Udemy
Machine Learning A–Z
Udemy