SAI SRAVANI
CHOPPA
Business Analyst specializing in Data-Driven Strategy
Transforming raw data into actionable insights that drive smarter business decisions.
Education
Agriculture → Field Analysis → Research & Evidence-Based Analysis → Data Analytics → Data Interpretation → Strategic Business Impact
M.S. in Business Analytics
Montclair State University, New Jersey, USA · 2024–2025 · GPA: 3.87
• Built advanced expertise in business statistics, predictive modeling, and data visualization for strategic decision-making.
• Applied SQL, Python, Excel, and Tableau to solve real-world business problems.
• Delivered strategic insights through structured reporting and storytelling.
Montclair State University, New Jersey, USA · 2024–2025 · GPA: 3.87
• Built advanced expertise in business statistics, predictive modeling, and data visualization for strategic decision-making.
• Applied SQL, Python, Excel, and Tableau to solve real-world business problems.
• Delivered strategic insights through structured reporting and storytelling.
B.Sc. in Agriculture
G.D. Goenka University, Haryana, India · 2018–2022 · GPA: 3.5
• Built strong foundations in agricultural science, soil & water analysis, and research methodology.
• Conducted field data collection, laboratory analysis, and technical reporting.
• Developed strong analytical thinking that laid the foundation for a transition into data analytics.
G.D. Goenka University, Haryana, India · 2018–2022 · GPA: 3.5
• Built strong foundations in agricultural science, soil & water analysis, and research methodology.
• Conducted field data collection, laboratory analysis, and technical reporting.
• Developed strong analytical thinking that laid the foundation for a transition into data analytics.
Projects
Analytics Capstone – Loop Parking Dashboard
Transformed 250K+ IoT parking records into interactive performance dashboards. Improved operational visibility using KPI tracking and scalable cloud-based insights.
Tools Used: Python | Excel | Tableau | AWS
Process Mining & Operational Optimization (Celonis Challenge)
Analyzed 1,047 procurement cases worth €990M+ to identify rework loops and supplier delays. Reduced order-to-delivery inefficiencies using process mining insights.
Tools Used: Celonis | SQL | Process Mining | Data Analysis
Bank Marketing Campaign Analysis
Built classification models to predict customer term deposit subscriptions. Optimized targeting strategy using ROC-AUC evaluation and model comparison.
Tools Used: Python | Logistic Regression | Decision Trees | Random Forest | KNN
Sentiment Analysis on Amazon Reviews
Developed NLP models to classify 5,700+ Amazon reviews. Achieved 89.7% accuracy using TF-IDF, SVM, and BERT-based modeling.
Tools Used: Python | NLP | TF-IDF | SVM | BERT | K-Means
Data Wrangling & Predictive Modeling (Wine Quality Dataset)
Performed EDA, outlier detection, and feature engineering on structured datasets. Built classification models to predict wine quality performance.
Tools Used: Python | Pandas | Data Cleaning | Classification Models
Real Estate Price Prediction
Applied hypothesis testing and multiple linear regression to model housing prices. Achieved an adjusted R² of 0.78 through statistical optimization.
Tools Used: Excel | Statistical Testing | Regression Analysis
Data Science Salary Trends Analysis
Designed an interactive Tableau dashboard analyzing global salary trends. Compared remote vs onsite roles and geographic compensation patterns.
Tools Used: Tableau | Data Visualization | Dashboard Design
Certifications
Deloitte Data Analytics Job Simulation
Key Skills: Data Cleaning, Analysis, Insight Generation, Business Problem Solving
Impact: Completed practical tasks in data cleaning, analysis, and insight generation for real-world business scenarios.
Tools Used: Excel, Python, Data Analysis
Tableau Certified Data Analyst
Key Skills: Dashboard Design, Data Analysis, Business Intelligence, Visualization
Impact: Built interactive dashboards to analyze business problems.
Tools Used: Tableau, Data Visualization
Academic Process Mining Fundamentals
Key Skills: Process Mining, Efficiency Analysis, Workflow Optimization, Data-Driven Improvement
Impact: Analyzed procurement workflows to identify bottlenecks and inefficiencies using process mining techniques.
Tools Used: Celonis, Process Mining, SQL
Process Mining: Data Science in Action
Key Skills: Data Science, Process Analysis, Business Process Optimization, Statistical Methods
Impact: Applied data science techniques to analyze real-world business processes and recommend operational improvements.
Tools Used: Python, Data Analysis, Process Mining
Achievements & Publications
National-Level Analytical Excellence – Grade A (NSDC)
Achieved top distinction at the national level for outstanding performance for building a strong foundation in data accuracy, quality control, structured documentation, and analytical evaluation - principles that continue to guide my work in business analytics and reporting.
Research Publication (2020)
Safety, Efficiency and Quality Profile of Ayurvedic Anti-Cancer Medicines
GSC Biological and Pharmaceutical Sciences
GSC Biological and Pharmaceutical Sciences
Co-authored a peer-reviewed research paper following a one-year systematic literature review of clinical studies and scientific journals. Evaluated safety, efficacy, and quality metrics of plant-based compounds using structured analytical methods.
Strengthened my ability to synthesize large volumes of data, assess evidence critically, and present data-driven conclusions.