Python
PROGRAMMING“Outstanding performance! Handles everything from data wrangling to ML pipelines with incredible versatility.”
@DataScientist_Mike
50
Rygel Ginete — Data Analytics Portfolio
PORTFOLIO-VISION™
Broadcasting Now
Live
I build data products and analyses that real people actually use.
MS in Business Analytics & Information Management — I ship dashboards, models, and insights that inform decisions across industrial, retail, and health sectors.
WORK-SHOWCASE™
Selected Work
FEATURED
📺 Select a Channel
Case Study2024
Warranty analytics & dashboard
Komatsu
High warranty claim leakage and slow identification of systemic parts failures.
→ Actions
- ▸Ingested and cleaned multi-source warranty & repair logs (ETL).
- ▸Built predictive models to flag high-risk claims.
- ▸Designed and shipped Looker/embedded dashboards for field teams.
→ Impact
Cost reduced
$800k / year
Adoption
Used by 120+ field users
PythonSQLPowerBIAzurePalantir
SKILLS-MONITOR™
Technical Reviews
★ FEATURED
Technical Skills
What the community says about my technical expertise
SQL
DATABASE“A masterpiece of query optimization! Complex joins and window functions executed flawlessly.”
@DatabaseGuru_Sarah
51
Power BI
VISUALIZATION“Enterprise-grade dashboards delivered for Komatsu data modeling, DAX excellence, and performance-optimized visuals.”
@Komatsu_LeadAnalyst
52
Tableau
VISUALIZATION“Brilliant storytelling through dashboards. Could use more advanced calculations, but solid overall.”
@VizWiz_Alex
46
React/TypeScript
FRONTEND“Clean component architecture and type safety. Modern hooks usage is chef's kiss!”
@ReactFan_Jamie
47
R
STATISTICS“Statistical modeling at its finest! ggplot2 visualizations are absolutely stunning.”
@StatsNerd_Chris
48
Machine Learning
AI/ML“From scikit-learn to deep learning frameworks. Feature engineering skills are top-tier!”
@MLEngineer_Pat
49
AWS/Cloud
CLOUD“AWS Certified Cloud Practitioner. Good grasp of cloud fundamentals—S3, EC2, and Lambda deployments are solid.”
@CloudArchitect_Sam
50
EXPERIMENTAL-LAB™
Research & Experiments
LAB
Playground
Curated experiments demonstrating product thinking and exploratory analysis.
🚗
EV Infrastructure Analysis
Mapping charging station density vs. electric vehicle adoption rates across metropolitan areas
GeospatialPythonMatplotlib
📍
Mobility Pattern Analysis
SafeGraph POI data exploration revealing consumer behavior shifts during economic changes
BigQueryTableauTime Series
🎮
Game Analytics Dashboard
TFT player progression metrics & meta analysis for data-driven strategy insights
SQLPandasVisualization
🤖
LLM Evaluation Framework
Methodologies for assessing language model performance on domain-specific tasks
NLPBenchmarkingMetrics
📊 Full project write-ups & interactive demos coming soon
CONTACT-TERMINAL™
Connection Request
🔴 ONLINE
Let's Connect
I'm open to opportunities and collaborations. The fastest way to reach me is email.
📧
💼
🌍
Location
Remote / US
⏰
Response Time
24-48 hours
🤝
Availability
Open to work