Each case study below maps a real business problem to the architecture, statistical method, and reporting layer that solved it.
01 · Gaming Analytics
Pong Game Studios
+19%
Revenue Lift
GGR Optimization Engine
Redesigned slot floor performance tracking with data-driven adjustments to RTP, volatility, and hit frequency — sustaining a 19% increase in Gross Gaming Revenue and an 11% lift in player retention.
Lift isolated via matched pre/post windows across comparable locations, controlling for seasonality and Gen1→Gen2 migration before attributing the gain to math changes.
Engineered slot performance models using K-means clustering, multiple regression, and the Taguchi experimental method.
Directed a team of analysts in partnership with the CEO, CTO, and VP of Product.
Translated granular Oracle/SQL Server datasets into actionable revenue strategies through data storytelling.
02 · AI & Automation
Pong Game Studios
20hrs
Saved Weekly
AI-Agent BI Ecosystem
Architected a scalable Microsoft Fabric environment and engineered custom Model Context Protocol (MCP) servers — integrating Claude with Power BI, SQL, and Jira to reduce a full-day C-suite reporting task to seconds.
Savings measured against the prior manual reporting cycle (data pull, DAX, Excel assembly, narrative) — elapsed analyst hours eliminated, not a modeled estimate.
Built a dedicated Power BI MCP that develops semantic models from evolving business requirements.
Leveraged the Claude AI API to generate Python scripts executing DAX queries and synthesizing insights into Excel.
Eliminated roughly 20 hours of manual insight-generation work per week.
03 · Manufacturing
Camden Door Controls
+14%
Quarterly Revenue
Strategic BI for Operations
Spearheaded the BI strategy, leading a team to engineer data solutions that uncovered untapped market segments and lifted quarterly revenue by 14%.
Revenue contribution attributed to segments surfaced by the analysis, tracked against the prior-quarter baseline.
Designed executive dashboards that cut report turnaround from days to hours for operational leadership.
Bridged technical execution and business strategy with cross-functional project managers.
04 · Technology Services
Bartleby Technologies
95%
On-Time Delivery
Delivery Systems & PM
Delivered 95% of concurrent project plans on scope and on schedule across 20+ engagements, with Tableau-based tracking that shortened cycle time.
On-time rate measured across 20+ tracked engagements over two years.
Implemented Tableau dashboards to track project progress and performance metrics.
Shortened average delivery cycle time through disciplined prioritization and risk management.
Six clusters, 82,608 players, K-means with RFM-extended features. Explore the live cluster map, behavioural radar, Pareto curve and per-segment CRM prescriptions.