Tushar Bose Email & Phone Number

Singapore

Singapore

Singapore

• Led the global rollout of an in-house Azure-based OCR model for Certificate of Analysis (COA) documents using Python and LLM APIs, improving operational efficiency and saving over $100k YoY by eliminating the need for external vendors.• Designed and deployed a predictive maintenance machine learning solution for ink manufacturing, reducing downtime and equipment failure while streamlining filtration processes saving over $10k annually by avoiding external vendor costs.• Contributed to deployment of an additive volume recommendation model for ink manufacturing, saving 4-5 hours of daily manual testing.

Bengaluru, Karnataka, India

• Led a high impact business analytics project for loan repayment prediction and debt collection analysis for micro financial institutions.• Developed and deployed predictive customer recommendation engine helping in furnishing a list of more likely to repay customers toprioritize loan recovery using regression, classification and cluster analysis techniques to segment customer groups based on loan repayment behaviour, resulting in a 15% increase in successful loan repayments within the first few months of implementation.• Spearheaded the development of an Underwriting-as-a-Service engine, leveraging advanced machine learning to automate loan grading andhalve processing time, while also generating a risk score to assess payment propensity.• Utilized PowerBI to streamline loan collection processes, generating actionable insights that cut time and costs by 50% through reduced unnecessary merchant visits.

Bengaluru, Karnataka, India

• Played a vital role in development of anomaly detection engine capable of processing any structured data, utilizing statistical techniques and algorithms including Isolation Forest, Prophet, and Local Outlier Factor.• Led implementation of ML pipelines for Anomaly Prediction and Real-Time Anomaly Detection using Python, Docker, and Apache Kafka.• Contributed to development of a handwriting recognition engine, using OCR(s) like Tesseract and object detection models such as YOLO v5.

• Guided and mentored students in Data Science and Machine Learning, enhancing learning experience.• Evaluated 100+ students across multiple data science courses. Thus, directly impacting quality of learning along with great efficiency

Master'S Degree, Business Analytics, Cgpa : 4.6/5

Activities and Societies: MSc Business Analytics Scholarship Award Recipient MSBA Curriculum: 1. Programming Essentials 2. Analytics &.

Bachelor Of Technology - Btech, Information Technology, 8.41/10 Cgpa

Activities and Societies: Member of ACM and IEEE.

Education record