Education
Stevens Institute of Technology
Master of Science in Computer Science
Exp. Dec 2025
Dharmsinh Desai University
Bachelor of Technology
Aug 2024
Data Analytics & ML Skillset
Languages & Querying
Data Science & Machine Learning
MLOps & Data Engineering
Certifications
Professional Experience
Developer Intern (Data-Focused)
Benzinga
Dec 2023 – July 2024
- Designed and optimized Python-based data pipelines supporting real-time analytics and internal reporting systems.
- Improved data accuracy and system efficiency by resolving quality issues with cross-functional engineering and QA teams.
- Delivered structured dashboards and analytical insights to support strategic decision-making.
Data Analytics & Machine Learning Projects
Customer Churn Analysis
Data Analysis • Predictive Modeling • Visualization
Built an end-to-end churn prediction workflow on 7,000+ customer records, transforming insights into retention-focused strategies.
75% Accuracy & 0.73 F1-score
Faster model iteration & reporting
Bankruptcy Risk Analytics
Financial Modeling • Automation • Version Control
Developed a predictive analytics system using 95 financial indicators with automated, reproducible pipelines.
30% improvement in prediction performance
Streamlined analysis and deployment
Text-Based Misconception Analysis (NLP)
NLP • Transformers • Ranking Models
Created an NLP pipeline to identify and rank student misconceptions by analyzing question-answer distractors.
Achieved MAP@25 score of 0.56
Reproducible & scalable inference flow