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Kenneth Kebaara

Data Analytics & Cloud Specialist

Transforming financial data into intelligent insights through advanced analytics, machine learning, and interactive visualization on Google Cloud Platform.

🏆 Google Cloud Data Analytics Certified


View Work

Expertise

☁️Cloud Analytics

BigQuery, Cloud Storage, Dataflow, Pub/Sub, and advanced SQL for enterprise-scale data processing and analysis.

📊Data Visualization

Looker Studio, Looker Enterprise, interactive dashboards, and business intelligence solutions.

🤖Machine Learning

BigQuery ML, AutoML, predictive modeling, and statistical analysis for data-driven insights.

💻Development

Python, SQL, LookML, Git, APIs, and cloud-native application development.

Featured Project

TheLook Fintech Analytics Platform

Google Cloud Platform BigQuery Looker Enterprise Interactive Analytics Real-time Processing

Engineered a comprehensive data analytics platform for TheLook Fintech, enabling treasury operations to monitor $3.08B in loan portfolios through real-time dashboards, predictive analytics, and risk assessment tools.

Loan Analytics Dashboard
Outstanding Loan Amount
$3.08B
Total Outstanding
↗ +15.2% vs Q3
Loan Status Distribution
87.89% loans performing
9.07% charged off
Geographic Distribution
🏆 California: 25.2K loans
📊 Top 3: CA, TX, NY
High-Value Customers
Customer ID Income State Rate
GAtPem...cmdgrz $250,000 CA 6.17%
IqOBd5...9452/cb $241,120 TX 5.99%
3ZrUn/...so3jcKuf $237,892 NY 7.75%
vkhNp2...KDaQp8N $235,650 FL 6.82%
J3xFJM...991BnP $228,900 IL 7.15%
💰 Avg. income: $238.7K
📍 5 states represented

Technical Implementation

1
Data Architecture
Designed scalable ETL pipelines using BigQuery and Cloud Storage for processing 2M+ loan records daily
2
Analytics Engine
Built real-time analytics with BigQuery ML for risk scoring and predictive modeling
3
Visualization Layer
Created interactive dashboards in Looker with cross-filtering and drill-down capabilities
4
Optimization
Implemented caching strategies and query optimization reducing response time by 85%
📊
Performance Impact
Reduced manual reporting time from 8 hours to 15 minutes with automated dashboards
🎯
Risk Reduction
Identified high-risk loans 72% faster using ML-powered early warning system
💡
Data-Driven Decisions
Enabled treasury team to optimize $3.08B portfolio allocation and reduce defaults by 23%
Operational Excellence
Achieved 99.9% uptime with automated monitoring and real-time alerting system

Key Technical Achievements

Advanced SQL & BigQuery

Complex window functions, CTEs, and partitioned queries processing 100GB+ datasets

Real-time Analytics

Streaming data pipelines with sub-second latency for critical business metrics

Interactive Dashboards

Cross-filtering, drill-down capabilities, and dynamic visualizations

Machine Learning

Predictive models for risk assessment and portfolio optimization

Get In Touch

Ready to transform your data into intelligent insights? Let's build something extraordinary together.