BALA MANISH REDDY THUMMA
Senior Data Analyst @ Attention Arc
About
Business and Data Analyst with four years of experience turning complex data into decisions that actually move the needle. I work across the full analytics lifecycle, from SQL querying, ETL pipelines and data modeling to Power BI and Tableau dashboards, statistical analysis and executive level storytelling that makes insights land with the people who need to act on them. At LTIMindtree I worked as a Senior Software Engineer in Data and Analytics across client engagements in P&C insurance, manufacturing and supply chain, building Snowflake data warehouses, dbt transformation models and enterprise Power BI reporting solutions. At Sodexo Live I operated as a Business Analyst translating business problems into structured SQL pipelines, dbt models, forecasting systems and measurable analytics outcomes. At the University of Cincinnati I applied Python and R to customer segmentation, cohort analysis and market basket analysis research. At Shree Sitaram I manage operational reporting, revenue forecasting and data driven decision making as a Business Data Analyst using Snowflake, Power BI, Tableau, and Python. I hold an MS in Business Analytics with a 3.91 GPA from the University of Cincinnati and I am a Certified Scrum Product Owner and GA4 certified. Outside of work I built Smrithi, a digital family document vault and maintain an analytics portfolio on GitHub including a credit default risk model built with LightGBM and SHAP, achieving an AUC of 0.781 and deployed live via Streamlit. An analyst who reports tells you what happened. An analyst who discovers tells you what it means and what you should do next.
United States
Cincinnati
Information Technology & Services
Data Build Tool (DBT), Database Analysis, Product Analysis, Advanced Google Analytics, Google Analytics, Budget Analysis, Data Analysis, Business Analysis, Data Validation, Revenue Analysis, Data Storytelling, Snowflake, Hospitality Analytics, Microsoft Azure, Mentoring, Executive Presentations, Gap Analysis, Business Requirements Documentation, Process Mapping, Ad Hoc Analysis
Experience

Business Data Analyst
Shree Sitaram LLC
Norman, OK

Events Strategy & Business Operations Lead
India
• Defined end to end event strategy across ideation, budgeting, logistics and execution phases, applying structured business planning frameworks to ensure every event delivered against defined objectives and stakeholder expectations. • Built and maintained Excel based planning trackers covering budgets, timelines, vendor comparisons, attendee data and task ownership, creating a single source of truth for all operational decision making across events. • Analyzed expense and resource utilization data in Excel to monitor cost performance against approved budgets, identifying variances early and recommending corrective actions to keep events within financial targets. • Prepared executive ready PowerPoint decks for leadership and sponsors translating event objectives, budget breakdowns, timelines and post event outcomes into clear, data backed narratives that informed strategic decisions. • Conducted post event performance analysis using structured feedback data, attendance metrics and outcome summaries, producing insight reports that guided planning improvements for future events. • Led cross functional teams and volunteers across 3+ concurrent workstreams, coordinating requirements, timelines and deliverables to ensure smooth execution before, during and after each event. • Standardized reporting templates and operational checklists across all event cycles, reducing planning ambiguity and improving cross team alignment on scope, responsibilities and success metrics.
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