+ Data-Driven Decision Support: Utilized collected data and feedback to generate comprehensive reports and recommendations for the university, aiding in informed decision-making regarding the course's continuation and improvements. + Effective Communication: Maintained open channels of communication with students, faculty, and administration to ensure a transparent and constructive feedback loop for continuous course enhancement. + Student-Centric Approach: Demonstrated a commitment to enhancing the student learning experience by actively seeking and incorporating student opinions and preferences into course evaluations. + Enhancing Education Quality: Contributed to the university's mission of delivering high-quality education by providing valuable insights and recommendations for curriculum refinement.

HighRadius | Jul 2021 - Jun 2022

Data Scientist (Treasury R&D)

+ Payment stoppage detection algorithm (anomaly detection) : Created a process to filter out customers who stopped paying to the client using past due amount buildup and z-score. Improved model accuracy by removing the outlier customers + Runtime and Memory Optimization: Optimized runtime and CPU utilization of ERP Data based Cash forecasting framework by 15% and 40% respectively, effectively improving implementation efficiency and reducing operation costs on 10%, on datasets with ~20M records by leveraging multiprocessing and data aggregation. + Cash Forecast and Variance Explainability Analytics: Conceptualized and productized analytical reports for clients to use to understand reasons for variances in the cash forecast at different component and granularity levels + Inheritable Config: Developed a Python script to recursively extract common configurations, reducing code redundancy by 98% and improving processing times from O(nn) to O(nlog(n))

HighRadius | Jul 2020 - Jun 2021

Data Science Intern

+ Model Migration: Spearheaded large-scale model migration effort, collaborating with 50+ trainees to transfer, test, and deploy legacy predictive models to a newer architecture, achieving a 99% success rate and reducing deployment time by 30%. + Model Benchmarking: Conducted comprehensive analysis of various neural networks (Vertex AI, Abacus AI, ARIMA+, Bi-LSTM, FB-Prophet) to identify top-performing models for cash forecasting, resulting in a 15% accuracy improvement over existing regression models and informing strategic upgrade decisions. + Document Classification Expertise: Designed and developed a CNN-based model for scanned financial document classification, streamlining remittance processing with 92% accuracy and reducing manual processing time by 40%. + Forecasting Framework Development: Created an innovative Invoice Payment Delay Prediction framework, leveraging Regression models (Linear, Bagging, Boosting) for accurate forecasting (~100 weekly) with a 12% increase in forecast precision, enabling proactive Collections Analyst optimization of Days Sales Outstanding and reducing outstanding invoices by 8%. + Quality Assurance : Ensured robust code quality by building a comprehensive Pytest testing suite, achieving 95% code coverage across forecasting modules and utilities, and reducing bugs by 20%.

MedTour | Jan 2020 - Apr 2020

Machine Learning Trainee

+ Medical Image Analysis : Implemented deep learning models for analyzing medical images (X-rays) to assist in diagnosing breast cancer. + Documentation : Made a detailed report covering the Theory, Methodology and Implementation of the project and visualized the problems + Healthcare Performance Analytics : Built a dashboard that tracks and analyzes their performance metrics, patient outcomes, and operational efficiency. + Health Risk Assessment Tool : Created an application that assesses an individual's health risk based on their lifestyle, medical history, and other personal data.

My Education

Take a look at my formal education

Master's degree, StatisticsCalifornia State University - East Bay | 2024

BTech - Bachelor of Technology, Computer Science and Information TechnologySiksha 'O' Anusandhan University | 2022

Higher Secondary Education, Biology, GeneralD.A.V. Public School, Bistupur | 2016

About Me

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