Business Analyst Machine Learning

Bhavini Krishna Boggavarapu

+1-203-***-**** • ****************@*****.*** • www.linkedin.com/in/bhavini-krishna-97 PROFESSIONAL SUMMARY

Aspiring Data Analyst skilled in SQL, Python, Tableau, Excel, and data visualization, with experience in cleaning, transforming, and analyzing large datasets. Proficient in machine learning, cloud computing, and statistical modeling through academic projects. EDUCATION

Sacred Heart University Fairfield, CT/US

Master of Science in Business Analytics

Related Courses: R-Programming, Data Mining, Data Visualization, Database, Business Forecasting, Supply Chain, Marketing. Telangana State Aviation Academy Hyderabad, INDIA

MSc in Aviation

Related Courses: Engineering Physics & Chemistry, Digital Electronics SKILLS

Languages: R, Python, SQL.

Tools: PyCharm, R Studio, VS Code, Power BI, Tableau, Excel. Cloud Services: Amazon Web Services.

Databases: MySQL, DBMS, Microsoft SQL Server, SQL, DBeaver. ACADEMIC EXPERIENCE

Predicting Key Football Match Outcomes Using Event Data

• Developed a machine learning model in Python and SQL to predict match outcomes based on in-game event data.

• Engineered relevant features, performed data preprocessing and exploratory data analysis to improve prediction accuracy.

• Designed and developed interactive Tableau dashboards to visualize insights and present findings to stakeholders.

• Integrated real-time data using APIs, enabling continuous updates and improving model adaptability to changing game dynamics.

• Implemented model evaluation metrics (e.g., accuracy, precision-recall, F1-score) to measure performance and refine the model. Data Mining & Business Strategy Analysis

• Applied classification and clustering techniques to analyze large business datasets, identifying trends and customer segments.

• Conducted business intelligence reporting using SQL and Tableau, extracting insights to support data-driven decision-making.

• Developed automated data pipelines and performed ETL (Extract, Transform, Load) operations to ensure data integrity.

• Implemented A/B testing frameworks to evaluate the impact of business strategies and improve decision-making processes.

• Developed predictive models to forecast customer behavior, enabling more targeted marketing and resource allocation. Applied Analytics Practicum: Real-World Data Consulting Project

• Collaborated with stakeholders to develop automated dashboards for real-time KPI tracking and performance reporting.

• Extracted, cleaned, and analyzed datasets using SQL and Python, uncovering insights that influenced strategic business decisions.

• Automated data retrieval and processing workflows, reducing manual effort and improving reporting efficiency.

• Presented insights and recommendations to clients, driving strategic improvements and optimizing business operations.

• Designed custom SQL queries for ad-hoc analysis, enabling quick decision-making and improving business responsiveness. Cloud-Based Database Management Project

• Designed and optimized relational databases using SQL, ensuring efficient data storage and retrieval.

• Implemented cloud-based storage solutions on AWS, managing and securing large datasets for scalability and accessibility.

• Optimized query performance through indexing, partitioning, and caching techniques, improving database efficiency.

• Deployed database backup and disaster recovery strategies, ensuring data security and business continuity.

• Developed role-based access control (RBAC) policies to enhance data security and compliance with industry standards. KEY ACHIEVEMNENTS & EXTRACURRICULARS

• Winner, Data Science Hackathon – Built an automated analytics dashboard for a business challenge.

• Contributed to Open-Source Projects – Participated in GitHub-based data analysis collaborations.

• Presented Data Analytics Findings – Delivered an in-depth presentation on Predicting Car Accidents in the U.S. CERTIFICATIONS

• Google Data Analytics Certification (SQL, Tableau, Excel, Python).

• AWS Certified Data Analytics – Specialty (Cloud-based data management).

• Microsoft Certified: Power BI Data Analyst Associate (Data visualization & dashboarding).

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