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SAI SRAVANI
CHOPPA
Data Analyst | Reporting & Business Intelligence specializing in Data-Driven Strategy
Transforming raw data into actionable insights that drive smarter business decisions.
About Me
Bridging data, analytics, and business strategy.
Data Analyst with 3+ years of experience across the U.S. and India, specializing in KPI dashboard development, reporting automation, and data-driven business insights. Skilled in SQL, Excel, Tableau, Power BI, and Python, with a proven ability to transform complex datasets into clear, actionable insights that support operational and strategic decision-making.
My experience spans reporting analytics, business intelligence, market research, and operational analytics - with real domain knowledge in agribusiness, sustainability, and food industry analytics. I hold a Master's in Business Analytics from Montclair State University (GPA 3.8) and a BSc in Agriculture from GD Goenka University.
I am also a published co-author in an internationally indexed peer-reviewed journal (GSC Biological and Pharmaceutical Sciences, 2020) and hold a government-certified Soil & Water Testing Lab Analyst qualification from NSDC India.
I am actively seeking Entry-Level Data Analyst, Reporting Analyst, BI Analyst, Business Analyst, ESG Analyst, and Research Analyst roles where I can contribute to building dashboards, improving reporting efficiency, and enabling data-driven decisions across industries.
"Authorized to work in the United States on F-1 OPT / STEM OPT."
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8+
Projects Completed
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4+
Certifications
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3+
years Experience
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.
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.
Projects
Loop Parking — Dashboard Optimization (Graduate Capstone | Montclair State University
Redesigned ParkVue, an AI-powered smart parking dashboard, for Loop Parking Inc. A Canadian company using YOLO11 deep learning to monitor real-time parking activity. Transformed raw AI-generated parking data into decision-ready insights for law enforcement, city planners, and business stakeholders. Developed occupancy, turnover, and violation indexes from scratch, and built a Tableau dashboard prototype enabling non-technical users to monitor KPIs, identify violation hotspots, and inform dynamic pricing strategies for urban parking management.
Tools Used: Python | SQL | Tableau | Microsoft Excel | CRISP-DM | Data Visualization | KPI Development | Statistical Analysis
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
Organic Farming Field Research - Cowpea Production Study | GD Goenka University
Conducted hands-on field research comparing vermicompost, FYM, and control plots — analyzing yield, soil health, pest incidence, and resource efficiency. Identified vermicompost as most sustainable treatment with highest plant density and yield outcomes.
Tools Used: Field Research | Data Collection | Excel | Statistical Analysis
Professional Experience
Data Analyst
Contriva Inc.
Remote, USA | Sep 2025 – Present
Supporting multi-client data analytics engagements as a part-time Data Analyst Intern, delivering dashboard development, automated reporting, and data-driven insights across multiple industries.
  • Collected, cleaned, and organized datasets from multiple sources building analysis-ready reporting foundations that improved data reliability for client deliverables
  • Analyzed data to identify trends, patterns, and business insights translating findings into structured reports that directly supported client decision-making
  • Developed interactive dashboards, reports, and visualizations using Tableau, Power BI, and Excel enabling business stakeholders to monitor KPIs in real time
  • Collaborated with business teams to gather reporting requirements and translate them into data-driven analytical solutions using SQL-driven pipelines
Tools Used: SQL | Tableau | Power BI | Microsoft Excel | Python | ETL | Data Cleaning | KPI Dashboard Development | Data Validation | Business Intelligence.
Reporting & Data Analyst
Cool Home Enterprises
Aug 2022 – Jul 2023 | Visakhapatnam, India
  • Improved reporting accuracy by 30% by consolidating sales, inventory, and finance datasets.
  • Designed interactive Excel dashboards tracking 1,000+ monthly orders and service requests.
  • Standardized KPIs across 3+ regions, improving operational visibility.
  • Ensured 100% on-time GST compliance and financial reporting accuracy.
Tools Used: Excel, KPI Design, Data Consolidation, Financial Reporting
Product Insights Analyst
Nuziveedu Seeds Pvt. Ltd.
Jan 2022 – Jun 2022 | Hyderabad, India
  • Conducted 5,000+ customer surveys analyzing seed usage and crop yield patterns.
  • Built Excel databases and Tableau dashboards, improving reporting efficiency by 25%.
  • Performed competitor benchmarking to identify product improvement opportunities.
  • Delivered executive-level insights supporting product positioning and growth strategies.
Tools Used: Excel, Tableau, Market Analysis, Data Visualization
Agriculture Data Analyst
Ekalavya Foundation
Jun 2021 – Dec 2021 | Hyderabad, India
  • Collected and structured agricultural data from 500+ farmers.
  • Converted manual records into structured Excel systems, improving efficiency by 25%.
  • Designed KPI dashboards monitoring yield performance and cost-to-yield ratios.
  • Delivered data-driven insights supporting agricultural program planning.
Tools Used: Excel, Data Cleaning, KPI Dashboards, Agricultural Analytics
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
Tech Stack
PROGRAMMING
SQL
Python
Pandas
VISUALIZATION
Tableau
Dashboard Design
Data Storytelling
TOOLS & ANALYTICS
Microsoft Excel
Celonis
Jupyter Notebook
My Data Journey
Driving Impact with Data
30%
Reporting Accuracy
Improved reporting accuracy by consolidating data.
25%
Reporting Efficiency
Enhanced efficiency through structured databases and dashboards.
98%
Data Quality
Achieved high data quality through preprocessing and outlier correction.
89.7%
Sentiment Accuracy
Achieved high accuracy in sentiment analysis with BERT models.
My work consistently focuses on delivering measurable improvements and actionable insights, transforming raw data into tangible business value.
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
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.
Contact Me
Ready to transform your data into strategic advantages? Let's connect!
I am eager to apply my analytical expertise and passion for data-driven decision-making to create measurable business impact.
Location
New Jersey, USA | Open to Relocate
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