
Results-driven Business Data Analyst & Scrum Master with 7+ years of experience delivering data and product initiatives across Healthcare (CMS QPP), Retail eCommerce (Kroger), and Big Tech platforms (Google Food Ordering & Core Search). Expert in translating business requirements into scalable analytics and real-time data solutions using SQL, Python, BigQuery, Looker, AWS, and BI tools. Proven track record analyzing high-volume datasets, optimizing search and feed platforms, and improving reporting accuracy and conversion metrics. Strong Agile practitioner experienced in leading Scrum ceremonies, backlog delivery, and cross-functional stakeholder engagement to drive enterprise digital transformation.
• Led end-to-end requirements gathering for CMS Quality Payment Program (QPP) initiatives including MIPS, APMs, and eCQM reporting, collaborating with CMS stakeholders, providers, and product owners to define 250+ business and functional requirements.
• Analyzed 1.2M+ provider submission records (claims, registry, and EHR data) to identify performance gaps, data anomalies, and eligibility issues impacting MIPS scoring and payment adjustments.
• Facilitated Agile ceremonies (Sprint Planning, Backlog Grooming, Daily Stand-ups, Retrospectives) for a cross-functional team of 12+, improving sprint velocity by 28% and reducing backlog spillover by 35%.
• Authored and managed BRDs, FRDs, User Stories, Epics, and Acceptance Criteria in Jira & Confluence, ensuring 100% traceability using RTM across regulatory and technical deliverables.
• Partnered with data engineering teams to design ETL mappings and data pipelines integrating provider data from EHRs, Claims systems, Registry feeds, and CMS data warehouses into reporting platforms.
• Built advanced SQL and Python data validation scripts to reconcile provider submissions, improving data accuracy by 32% and reducing reporting defects in production releases.
• Developed Power BI & Tableau dashboards to visualize MIPS quality scores, cost measures, and improvement activities, enabling CMS leadership to track national provider performance trends.
• Conducted UAT coordination and defect triage, validating scoring logic, measure calculations, and payment adjustment workflows; reduced UAT defect leakage by 40% pre-production.
• Acted as Scrum Master proxy, removing delivery blockers, managing cross-vendor dependencies, and ensuring adherence to SAFe Agile release trains and PI planning cycles.
• Performed regulatory impact analysis on CMS rule changes (Final Rule, Interim Rule updates), translating federal policy into system enhancements and provider reporting workflows.
• Collaborated with DevOps teams to support CI/CD deployments via Azure DevOps, validating release artifacts, test coverage, and rollback strategies across multiple QPP reporting environments.
• Delivered provider outreach analytics and submission readiness reports that helped increase on-time reporting compliance by 22% and minimized negative Medicare payment adjustments.
• Led requirements gathering and stakeholder workshops for Kroger’s Feed Gateway platform, onboarding 40+ vendor and marketplace product feeds into centralized retail data ecosystems.
• Analyzed high-volume product catalog datasets (5M+ SKUs) including pricing, inventory, promotions, and digital assets to ensure feed accuracy across Kroger.com and partner marketplaces.
• Authored BRDs, FRDs, Epics, and 300+ User Stories in Jira, defining feed ingestion rules, transformation logic, and downstream distribution workflows for digital commerce systems.
• Designed and documented end-to-end data mapping and ETL specifications for supplier feeds (XML, JSON, EDI, flat files), improving ingestion success rates by 38%.
• Built complex SQL validation queries to monitor feed completeness, attribute standardization, and taxonomy alignment, reducing catalog data defects by 31%.
• Facilitated Agile ceremonies as Scrum Master, managing sprint delivery for a 10+ member team; improved sprint predictability and reduced carry-forward work by 26%.
• Partnered with product, merchandising, and digital marketing teams to define promotion feed logic, enabling real-time price updates and improving campaign accuracy by 22%.
• Developed Tableau and Power BI dashboards tracking feed latency, processing failures, vendor SLA adherence, and catalog freshness KPIs for leadership reporting.
• Coordinated UAT and SIT testing for feed onboarding releases, validating transformation rules, schema compliance, and API integrations; reduced post-production defects by 35%.
• Worked with cloud and data engineering teams to support AWS-based feed pipelines (S3, Glue, Lambda), ensuring scalable ingestion and automated feed orchestration.
• Performed root cause analysis on feed failures (format mismatches, missing attributes, taxonomy errors), driving remediation workflows that improved feed reliability to 99.2% uptime.
• Led vendor onboarding analytics and feed readiness assessments, accelerating new supplier go-live timelines by 30% and expanding digital assortment coverage.
• Led requirements discovery and stakeholder alignment for Google Food Ordering integrations (restaurants, aggregators, POS partners), defining 200+ business and functional requirements across Search, Maps, and Assistant ordering journeys.
• Analyzed real-time consumer search and ordering behavior datasets in BigQuery, processing 500M+ query and clickstream records to identify ranking gaps and conversion drop-off points.
• Partnered with Search Engineering to refine Core Search ranking signals for food ordering intents, improving order conversion rates by 18% and reducing search-to-order latency.
• Authored Epics, Features, and User Stories in Jira & Google Issue Tracker, ensuring traceability across Search UI, ranking models, and partner onboarding pipelines.
• Built scalable data pipelines using Pub/Sub, Dataflow, and Cloud Composer, enabling near real-time ingestion of restaurant menus, pricing, availability, and delivery estimates.
• Performed deep-dive data analysis using SQL, Python, and BigQuery ML, identifying personalization and geo-intent optimization opportunities that improved search relevance scores by 21%.
• Developed executive dashboards in Looker & Looker Studio, visualizing KPIs such as search CTR, order funnel conversion, partner SLA adherence, and menu data freshness.
• Facilitated Agile ceremonies as acting Scrum Master for a 14-member cross-functional pod, improving sprint velocity by 25% and reducing production defect escape rate.
• Conducted A/B experimentation analysis using Google’s experimentation frameworks, measuring ranking algorithm changes and UI enhancements impacting food ordering engagement.
• Collaborated with ML teams leveraging Vertex AI to analyze recommendation models for cuisine, restaurant, and dish-level personalization across Search and Maps.
• Led UAT and production validation for API integrations between Google platforms and partners (DoorDash, Uber Eats, Toast POS, etc.), ensuring menu accuracy and order routing integrity.
• Executed root cause analysis on live production issues using Cloud Logging, Cloud Monitoring, and Error Reporting, reducing order failure incidents by 29%.
• Assisted senior business analysts in gathering and documenting business requirements for enterprise IT infrastructure and e-governance digital transformation projects across state and public sector clients.
• Participated in stakeholder meetings and workshops to capture functional needs, translating them into BRDs, FRDs, and process flow diagrams using Visio and Confluence.
• Supported data analysis on infrastructure asset records (50K+ device inventory including desktops, servers, and network units) to validate deployment, utilization, and lifecycle tracking.
• Created and maintained requirement traceability matrices (RTM) ensuring alignment between client requirements, technical design, and UAT test scenarios.
• Worked with development and infrastructure teams to document system integration workflows between hardware monitoring tools, ticketing systems, and reporting dashboards.
• Built SQL queries and Excel data models to analyze service desk tickets, incident trends, and SLA breaches, helping improve resolution turnaround time by 18%.
• Assisted in preparing UAT test cases, test scripts, and validation reports, supporting successful rollout of IT service management (ITSM) modules.
• Coordinated defect tracking and resolution follow-ups using Jira and ServiceNow, ensuring production issues were logged, prioritized, and resolved within SLA timelines.
• Facilitated Agile team ceremonies including daily stand-ups, sprint reviews, and retrospectives as a Junior Scrum facilitator, improving team coordination and delivery visibility.
• Developed operational dashboards in Power BI and Excel to track infrastructure uptime, ticket volumes, and engineer performance KPIs for project leadership.
• Conducted root cause analysis on recurring system incidents and prepared process improvement recommendations that reduced repeat tickets by 15%.
• Collaborated with cross-functional teams (network, database, application support) to support deployment documentation, release notes, and knowledge transfer artifacts.
Operating Systems:
Windows, Linux
Programming Languages:
Python, R, SAS, SQL, HTML, CSS, JavaScript, PySpark, Scala
Databases & Data Warehousing:
MySQL, Oracle, SQL Server, Teradata, MongoDB, Snowflake, Enterprise Data Warehouse (EDW), Data Marts, Data Lakes
Insurance & P&C Domain Platforms:
Guidewire (Claims & Billing – Data Integration Exposure), SAP Financial Systems, Policy Administration Systems, Claims Management Systems, Insurance Data Warehousing Platforms, Reinsurance & Financial Reporting Exposure
Python Frameworks / Libraries:
Pandas, SciPy, NumPy, Scikit-learn, Matplotlib, Seaborn
Statistical Techniques:
Descriptive Analytics, Hypothesis Modeling, T-Test, ANOVA, Trend Analysis, Predictive Analytics
Machine Learning:
Feature Scaling, Linear Regression, Logistic Regression, K-Nearest Neighbors (K-NN), Decision Trees, K-Means Clustering, Support Vector Machine (SVM), Random Forest, Naïve Bayes, Hierarchical Clustering, Natural Language Processing (NLP), Convolutional Neural Networks (CNN), Artificial Neural Networks (ANN)
ETL & Data Integration Tools:
Informatica PowerCenter, SQL Server Integration Services (SSIS), ETL Pipeline Development, Data Extraction & Transformation, Source-to-Target Mapping, Data Lineage Tracking
Data Visualization / Reporting Tools:
Tableau, Power BI, Looker Studio, MicroStrategy, Enterprise Reporting, Dashboard Development, Ad-hoc Reporting
Insurance Reporting & Analytics:
Claims Analytics, Policy Reporting, Financial & Actuarial Reporting, Loss Ratio Analysis, Premium vs Payout Analysis, Claims Reserve Reporting, Regulatory & Compliance Reporting
Data Modeling & Governance:
Dimensional Modeling, Fact & Dimension Design, Data Lineage, Data Governance, Data Quality Validation, Business Rules Documentation, Master Data Management (MDM)
Testing & Validation:
UAT Support, Data Reconciliation, Report Certification, Defect Analysis, Source-to-Target Validation
Mathematical Operations:
Matrix Operations, Differentiation, Integration, Probability, Statistics, Linear Algebra, Geometry
Methodologies:
Software Development Life Cycle (SDLC), Agile Framework (Scrum), SAFe, Waterfall, Kanban, Stakeholder Management
• ScrumMaster Certification 2024 + Agile/SAFe Scrum Certification – Udemy
• Google AI Certification – Google
• Awarded Best Employee of the Year – 2022 for outstanding performance and contributions to the Food Ordering Team, recognizing excellence in analytics delivery, stakeholder collaboration, and product impact.