Projects
Real builds, real constraints, real outcomes.
Across data platforms, analytics, and AI, in media, retail, government, and automotive.
Enterprise Semantic Layer & KPI Framework
One governed definition of every KPI across three data sources and four business domains, ending metric disputes and shrinking report build time.
50% Improvement
Query Performance
15
Weekly Hours Saved
Enterprise Data Model for Streaming Analytics
One trusted data model across five source systems and three downstream surfaces, ending data silos and accelerating BI, ML, and AI delivery.
5
Source Systems Unified
30%
Faster Data Retrieval
Voice-of-Customer Intelligence Platform
Arabic and English social feedback from four platforms in one searchable layer that teams can question in plain language.
4
Social Sources Unified
Hours to seconds
Sentiment Access Time
CRM Campaign Automation Platform
CRM campaigns that build themselves across millions of profiles a day, replacing multi-day audience handoffs with daily automated execution.
Millions
Profiles Processed Daily
4
Recommendation Scenarios
Ad Inventory & Revenue Pipeline
Pacing shortfalls and inventory pressure surface during the campaign, in time to act, instead of reconciling make-goods after it ends.
Same-day
Pacing Visibility
Multi-week
Settlement Refresh
Phased BI Modernization
Tableau to Power BI to a governed semantic layer, with leadership reporting never going dark for a day during the migration.
3
Migration Phases
35%
Report Maintenance Reduction
Profile-Level Feature Store
Profile-level behavior features that sharpen targeting and give ML and personalization teams a shared starting point.
45+
Features Per Profile
6
Feature Categories
Viewing Behavior Clustering
Viewers grouped by how they actually watch, giving content and marketing teams audiences they can act on.
Labeled and governed
Behavioral Segments
Millions
Profiles Scored
Behavior-Based Attribute Inference
Missing profile attributes filled in from behavior, so audience analysis stops being blocked by signup gaps.
~4x
Coverage Grain
Millions
Profiles Scored