Cloud & Operations Data Analyst

SAI CHANDANA VELLANKI

+1-302-***-**** *******************@*****.***

linkedin.com/in/sai-chandana-vellanki-988598216

CAREER SUMMARY

Cloud & Operations Analyst with 1+ year of experience supporting cloud-based data systems, KPI reporting, and operational analytics. Hands-on experience with AWS-hosted datasets, Power BI dashboards, Excel and Python-based analysis, and data quality validation. Strong ability to translate business requirements into actionable insights, improve reporting efficiency, and support decision-making—without heavy programming or complex coding. SKILLS

• Cloud & Data Platforms: AWS S3, AWS CloudWatch (Monitoring – Exposure), Cloud-Based Data Systems

• Programming & Automation: Python (Pandas, NumPy – Basic scripting & data analysis)

• Data Analysis: SQL (Basic), Data Validation, Data Quality Checks, Exploratory Data Analysis, Structured Data

• Business Intelligence & Reporting: Power BI, KPI Dashboards, Operational Reporting, DAX (Basic)

• Excel & Data Tools: Advanced Excel, Pivot Tables, VLOOKUP, XLOOKUP, Data Cleaning, Trend Analysis

• Business & Operations Analytics: Performance Metrics, Root Cause Analysis, Process Optimization

• Soft Skills: Stakeholder Communication, Business Requirement Gathering, Analytical Thinking, Problem Solving, Attention to Detail, Cross-Functional Collaboration, Time Management, Documentation & Reporting PROFESSIONAL EXPERIENCE

ShrinQ Consulting Group INC, USA Sep 2024 - Present Operations Analyst

• Supported cloud-hosted operational and business datasets to enable performance monitoring and reporting.

• Prepared, cleaned, and validated data from AWS-based sources, ensuring accuracy, consistency, and availability.

• Built and maintained Power BI KPI dashboards tracking demand trends and operational health.

• Leveraged Python (Pandas) to automate repetitive data cleaning tasks and enhance reporting workflows.

• Monitored recurring reports and datasets, proactively identifying data gaps and reliability issues.

• Streamlined cloud reporting workflows, reducing manual reporting effort by ~40%. Sarya Connective Global Pvt. Ltd., India Jan 2023 – May 2023 Cloud & Business Data Analyst Intern

• Assisted in analyzing cloud-accessible operational and business data for management reporting.

• Cleaned and validated datasets to support accurate KPI and performance reporting.

• Performed exploratory data analysis using Python and Excel to identify trends and anomalies.

• Supported Excel-based and dashboard reporting for operational metrics.

• Conducted exploratory data analysis to identify trends, anomalies, and data quality issues.

• Documented insights and supported presentations for internal stakeholders and leadership teams. PROJECTS

Cloud-Based Demand & Operations Analysis

• Analyzed historical logistics and operations data stored in cloud environments.

• Performed data validation, EDA, and trend analysis to improve reporting accuracy.

• Delivered summarized insights to support planning and operational decisions. Operational KPI & Performance Dashboard

• Calculated operational KPIs such as efficiency, throughput, and utilization.

• Built Power BI dashboards to visualize cloud-based performance data.

• Enabled leadership teams to identify performance gaps and improvement areas. Cloud Reporting Automation

• Designed standardized cloud reporting workflows to improve consistency and turnaround time.

• Reduced manual data preparation through structured validation and reusable datasets.

• Supported multiple operational reports using centralized cloud data sources. Business Reporting & Visualization

• Extracted and transformed structured data from cloud systems for reporting.

• Designed clear dashboards and summaries for non-technical stakeholders.

• Supported data-driven decision-making through concise insights and recommendations. EDUCATION & CERTIFICATIONS

• Masters of Science in Information Technology Aug 2023 – May 2025 Wilmington University, DE, USA

• Bachelor of Technology in Electronics and Communication Engineering Aug 2019 – May 2023 Vignan’s Lara Institute of Technology and Science, Andhra Pradesh, India

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