DATA ENGINEER & ANALYTICS ENGINEER

Building the
Infrastructure
Behind Insights

Architecting scalable data ecosystems that power $100M+ decisions through robust pipelines, dimensional models, and cloud data warehouses.

Download Resume

Years Experience

$100M+

Decisions Powered

1TB+

Data Processed

About Me

I evolved from a Business Intelligence expert who consumed data to a Data Engineer who architects it. Realizing that world-class insights require world-class infrastructure, I pivoted to building the scalable, high-performance data ecosystems that power $100M+ decisions. Today, I don't just write pipelines; I engineer reliability, trust, and the robust foundations necessary for advanced analytics and AI.

💻Programming Languages

PythonSQLPySparkR

⚙️Data Engineering & ETL

ETL/ELTData PipelinesMedallion ArchitectureData ModelingData WarehousingdbtDatabricksAirflow

☁️Cloud Platforms

AWS RedshiftAWS S3AWS GlueAWS LambdaSnowflakeAzure SynapseGCP

🗄Databases

MS SQL ServerPostgreSQLMySQLOracleSAP HANA

📊BI & Visualization

TableauQuicksightLookerPowerBI

🛠️Best Practices

A/B TestingExperimentationData GovernanceData SecurityPerformance OptimizationCI/CDGitAgile

Why Work With Me

🎯

Versatile Problem Solver

I bring deep experience solving complex data challenges across diverse environments—from agile startups to Fortune 500 enterprises. Each role, from early-stage consulting firms to Amazon and TikTok, has sharpened my ability to architect scalable solutions that adapt to unique organizational needs and deliver measurable impact.

💎

Future-Proof Expertise

They say "skill is the new currency"—so I've built wealth in a diverse portfolio of technologies spanning cloud platforms, orchestration frameworks, and modern data stacks. In periods of economic uncertainty, I won't be out of wealth (pun intended). My continuous learning ensures I remain at the forefront of data engineering innovation.

Professional Journey

TikTok USDS

Data Engineer, User Support Operations

March 2025 – Sept 2025

Bay Area, United States

• Delivered quality checked data marts that informed workforce planning, projecting 180K monthly savings

• Enabled ops team to measure impact, correlating with 24% faster handle times and 18-point CSAT gain

Amazon

Business Intelligence Engineer II

July 2021 – Feb 2025

GTA, Canada & Bay Area, United States

• Built shipment data pipelines improving arrival ETA accuracy by 45% and supporting 130M+/year in estimated operational savings

• Redesigned seller-on-seller abuse detection capturing 30% more abusive activity across key marketplaces

Cadence Design Systems

Data Analyst, People/HR Analytics

Nov 2019 – July 2021

Bay Area, United States

• Built automated Tableau staffing dashboard giving recruiters real time visibility and cutting manual reporting effort by 75%

• Built automated Azure Data Factory pipeline cutting manual report prep time by 80%

VMware (via Decision Minds)

Data Analyst

Oct 2018 – Nov 2019

Bay Area, United States

• Improved dashboard load and interaction performance by 80% through refactored Partner Portfolio dashboard

• Reduced data retrieval time by 50% by optimizing data flow architecture and implementing ETL pipelines

Samirian Chemicals, Inc.

Data Analyst

June 2018 – Oct 2018

Bay Area, United States

• Supported business decision-making through data analysis, reporting, and key performance dashboards

Pluto7 Consulting, Inc.

Data Analyst

Aug 2017 – May 2018

Bay Area, United States

• Contributed to data modeling and ETL pipeline development on GCP while creating interactive dashboards

Featured Projects

E-commerce dbt Project

Production-grade dbt project demonstrating end-to-end data modeling for e-commerce analytics.

View on GitHub

Certifications

Artificial Intelligence Certification (AIC™)

BrainStation

Issued Nov 2025

Credential ID: 830-872-285

CSPO

Certified Scrum Product Owner® (CSPO®)

Scrum Alliance

Issued Jun 2024 · Expires Jun 2026

Credential ID: 1962640

Get In Touch

Interested in collaborating on data engineering projects or discussing opportunities? Let's connect.

Email[email protected]LinkedInConnect with me GitHubView my code

Learn More About Me

Beyond the world of data pipelines and cloud architectures, I'm a husband to an amazing soul who happens to be a coder, and a proud father to two beautiful babies—one girl and one Corgi. Life is about balance, and mine is perfectly calibrated between building data ecosystems and building memories with my family.

When I'm Not Engineering Data

In addition to working in tech, I'm passionate about exploring new destinations, chasing golden hour sunsets, and unwinding with board games and PlayStation

✈️ Travel Adventures

Exploring the world fuels my curiosity and broadens my perspective. I've been fortunate to visit 6 countries and counting—from solo adventures in the UK and Ireland to family trips across Thailand and New Zealand. Closer to home, I've explored around 20 states across the US and 5 provinces in Canada, each journey adding new stories and memories.

Hong Kong

2016

With Friends

Thailand

2025

With Family

United Kingdom

2025

Solo Trip

Ireland

2025

Solo Trip

New Zealand

2025

With Family

North America

Ongoing

20 US States & 5 Canadian Provinces

🌅 Chasing Sunsets

There's something magical about the golden hour—whether it's the sun dipping below the ocean horizon or painting mountain peaks in warm hues. I find peace and inspiration in chasing sunsets at beaches and mountains alike. Here are some of my favorite captures from these moments of natural beauty.