Shravan kumaar

Business Analyst

Hayward, California, United States3 yrs 3 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building data-driven dashboards and reporting solutions.
  • Led automation initiatives that improved operational efficiency.
  • Strong background in AI/ML model support and data curation.
Stackforce AI infers this person is a Data Analyst specializing in SaaS and AI/ML operations.

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Skills

Core Skills

Data AnalysisData VisualizationWorkflow AutomationData Quality ManagementMachine LearningBusiness Intelligence

Other Skills

AI/ML OperationsAdvertisingAgentic AI WorkflowsAgile EnvironmentAgile MethodologiesAgile Project ManagementAnalytic ReportingAnalyticsBusiness AnalysisBusiness DevelopmentBusiness Intelligence (BI)Business PlanningBusiness ProcessBusiness Process AnalysisBusiness Requirements

About

I’m a data-driven professional with a background in computer science and a strong focus on analytics, automation, and insight-driven decision-making. Over the past few years, I’ve worked across data operations and development roles, where I built dashboards, automated workflows, and delivered reporting solutions that helped organizations move faster and smarter. At Amazon, I supported AI/ML model development by curating high-quality datasets and building KPI dashboards to improve team performance and data integrity. After that, at QuickSort India, I led initiatives to automate business processes and create dashboards that streamlined operations and improved reporting efficiency. I’ve just completed my Master’s in Business Analytics at California State University – East Bay. Through this program, I expanded my expertise in data modeling, big data technologies, and business intelligence tools. Along the way, I led projects like building an AI-powered business analyst assistant and designing visual dashboards to track key customer metrics. I’m passionate about helping businesses uncover insights through data, and I enjoy bridging the gap between technical execution and business strategy. Whether it’s through automation, storytelling, or tool development, I bring a collaborative and impact-focused approach to every challenge. Skills: Data Analysis • Machine Learning • SQL • Python • Tableau • Power BI • Data Visualization • ETL Pipelines • KPI Reporting • Workflow Automation • Data Modeling • BigQuery • AWS • Business Intelligence • Stakeholder Collaboration

Experience

3 yrs 3 mos
Total Experience
1 yr 7 mos
Average Tenure
--
Current Experience

Quick sort india private limited

Data Analyst

Sep 2022Jul 2023 · 10 mos · Chennai Area, India · On-site

  • Engineered SQL-based analytical frameworks and crafted advanced Tableau dashboards to optimize operational insight delivery and expedite executive-level data consumption.
  • Architected a real-time exception monitoring system that accelerated issue detection and ensured alignment between engineering KPIs and stakeholder-defined SLAs.
  • Built modular ETL pipelines using Python and scheduled automation tools, increasing data throughput while minimizing human dependency in ingestion workflows.
  • Developed parameterized validation scripts to execute automated data integrity checks, leading to a 15% improvement in consistency across cross-system reconciliations.
SQLTableauPythonETLKPI ReportingWorkflow Automation+2

Amazon

Data Analyst - AI/ML Annotation

Feb 2020Aug 2022 · 2 yrs 6 mos · Chennai, Tamil Nadu · Hybrid

  • Created KPI dashboards and automated reports to enhance visibility into team performance and data quality for strategic business reviews.
  • Conducted workflow audits and implemented process improvements that reduced annotation time by 10%, thereby boosting overall productivity.
  • Collaborated with engineering and science teams to curate datasets that supported superior AI/ML model training outcomes.
  • Mentored junior annotators and onboarded new hires by standardizing training materials to ensure rapid ramp-up and high output quality.
KPI ReportingWorkflow AutomationData CurationAI/ML OperationsData AnalysisMachine Learning

Education

California State University - East Bay

Master of Science - MS — Business Analystics

Aug 2023Aug 2025

SRM IST Chennai

Bachelor of Technology - BTech — Computer Science

Jan 2015Jan 2019

the velammal international school

Jan 2012Jan 2014

SBOA School & Junior College

Jan 2000Jan 2012

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