Case Studies

Strategy Transformed into Measurable Results

Each engagement combines statistical rigor, machine learning expertise, and AWS-native solutions to deliver proven business impact.

Advanced Statistical Analysis & Causal Inference

G3 Pipeline Impact Analysis

$706K (6:1 ROI)
Annual Revenue
219.8% ($219,942 per account)
ARR Lift
100% Perfect matching
PSM Success
19% (p < 0.05)
Revenue Increase
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Machine Learning & Predictive Analytics

ML Engagement Recommender

53%
Conversion Improvement
89.1% (XGBoost)
Model Accuracy
50+ features
Feature Engineering
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Enterprise Real-time Analytics Platform

AWS Serverless Dashboard

1,313
Active Users
22,000+
Annual Views
<2s
Response Time
74K+ records
Data Processing
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AI-Powered Behavioral Analytics

Activity Scenario Analysis

23%
Win Rate Improvement
89% (Bedrock)
NLP Accuracy
4 playbooks
Scenarios Analyzed
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Dashboard-First Data Quality & GenAI Assistant

Data Audit & Documentation Platform

150+
Dashboards Audited
85% reduction
Data Quality Issues
92% improvement
Documentation Coverage
100% tracked
Metric Health Scores
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CI/CD Integration & Change-Impact Analysis

BI Regression Guardrails

45+
Regressions Prevented
200+
Dashboards Protected
100% caught before merge
PR Failures
<5min
Change-Impact Time
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Full-Stack Serverless Application with AI Integration

Decision Layer Consulting Platform

<2 weeks
Deployment Time
100% serverless
Architecture
3 specialized
AI Agents
<2s
Page Load
View case study

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