Sanjay Dash

About Sanjay Dash

Transforming complex data into actionable insights that drive operational excellence.With 8+ years at Amazon, I specialize in business intelligence, dashboard automation, and data-driven decision support. As a Data & Reporting Analyst, I engineer solutions that eliminate manual processes and empower stakeholders across NA & EU operations. WHAT I DO BESTDashboard Development & Automation• Engineered 5+ automated QuickSight dashboards eliminating 62+ hours monthly• Developed Governance Metrics Dashboard tracking 8 processes, saving 10 hours weekly• Created automated Schedule Adherence Dashboard with ETL for real-time trackingQuery Optimization & Performance• Redesigned APEx SLA query achieving 93.3% performance improvement (15 min → 1 min)• Optimized 355 lines of code while maintaining multi-region accuracy• Implemented row-level security reducing data access from 10 minutes to instantAutomation Excellence• Increased Hulk automation success rate from 25-30% to 90%(60 point improvement)• Achieved 96-98% efficiency gains through strategic automation• Built ETL pipelines with custom SQL for real-time case resolution tracking TECHNICAL EXPERTISEBusiness Intelligence: QuickSight, Advanced ExcelProgramming & Database: SQL, PostgreSQL, ETL DevelopmentCloud Platforms: AWS (Lambda, S3), Salesforce IMPACT BY THE NUMBERS 77+ hours monthly manual effort eliminated 93.3% query performance improvement 60 point automation success increase $1.04M net concessions identified 240K+ SD units analyzed 90% SLA target restored CAREER PROGRESSIONProgressed from ML Data Associate to Data & Reporting Analyst at Amazon, consistently delivering solutions that bridge complex data and business needs. Led teams of 24+ associates, mentored new hires with 100% graduation rates, and collaborated with cross-functional stakeholders across multiple regions.Passionate about leveraging data analytics to solve complex business challenges and drive measurable results. Whether redesigning queries, building dashboards, or enhancing automation, I focus on delivering lasting operational impact. OPEN TO OPPORTUNITIESInterested in connecting with professionals in data analytics, business intelligence, and technology. Always happy to discuss data visualization, query optimization, or building scalable analytics solutions.Let\'s connect and explore how data can drive better decisions!#DataAnalytics #BusinessIntelligence #QuickSight #SQL #Automation

Experience

1. Data & Reporting Analyst

   Amazon

   Dec 2024 — Present · Hyderabad, IN

   Driving operational excellence through business intelligence, dashboard automation, and data-driven analytics across NA & EU operations. Key Achievements:Dashboard Development & Automation• Engineered 5+ automated QuickSight dashboards (SLA, Concessions, QA, Team Metrics, MBR Analytics) eliminating 62+ hours monthly across NA & EU operations• Developed EU Governance Metrics Dashboard tracking 8 critical processes, eliminating 10 hours weekly• Created automated Schedule Adherence Dashboard with ETL process updating every 6 hours, saving 5 hours weeklyQuery Optimization & Performance Engineering• Redesigned APEx SLA query reducing execution time by 93.3%(15 min → 1 min) while optimizing code by 355 lines for WBR reporting• Implemented queue-specific coverage time tracking for NA & EU operations with multi-region SLA complianceAutomation Excellence• Optimized EU Hulk automation query for Lang Orders, increasing success rate from 25-30% to 90%(60 percentage point improvement)• Enhanced query to handle multiple scenarios: not yet shipped, delivered, cancelled, replacement, multi-shipment, and multi-box casesTechnical Implementation• Designed ETL pipelines with custom SQL for real-time hourly case resolution tracking• Implemented row-level security architecture reducing data access time from 10 minutes to instant• Successfully migrated QA dashboard from Tableau to QuickSight with zero disruptionStrategic Analysis & Insights• Analyzed 240K SD units for 2024 in-transit reschedules, identifying 17.8% in-transit rate and 1.95% repeat rate to support OP1 initiative• Identified $1.04M in net concessions for undelivered Snowball orders, driving 2025 project planning• Developed hourly & daily SLA dashboard with 30-minute intervals, enabling WFM team to restore SLA to 90% targetSkills: QuickSight • SQL • PostgreSQL • ETL • AWS • Dashboard Development • Data Visualization • Business Intelligence • Query Optimization • Automation

Education

• Berhampur University

  Master of Science - MS, Biotechnology

  2015 — 2017

• Ordnance Factory School

  Central Board of Secondary Education

  2000 — 2010

• Vikash Residential School

  Intermediate, Science

  2010 — 2012

• Gangadhar Meher University

  Bachelor of Science - BS, Zoology/Animal Biology

  2012 — 2015

Skills

• Project Governance
• Professional Services
• Vendor Management
• Crm
• Business Development
• New Business Development
• Sourcing
• Project and Program Management, Service and Delivery Management
• Recruiting
• Pre-Sales
• Cross-Functional Team Leadership
• Presales & Business Development
• IT Service Management
• Account Management
• Technical Recruiting