Product, Analytics & Data Engineer
Hi my name is Elias! I'm a seasoned data professional with a proven track record from startups to companies like Lockheed Martin and Amazon. My expertise is in building scalable analytics solutions where I transform complex data into actionable insights. I enjoy working cross-functionally with software, product, program, and science teams to drive impact at scale.
Career Journey
Driving impact at scale across industries
Software Engineer
2017 - 2019
Data
2019 - 2022
Business Intelligence
2022 - Present
Data Engineering & Analytics
Expert in SQL, Python, AWS (Redshift, Athena, S3), Airflow, and DBT. Built and optimized data pipelines serving 1.5M+ employees worldwide, reducing runtime by 75% through strategic migrations and architectural improvements.
Dashboards & Visualizations
Advanced proficiency in Tableau, QuickSight, and data storytelling. Created executive-level dashboards incorporating NLP models that helped beat yearly CSAT goals by 10% and presented insights to senior leadership.
Gen AI & Machine Learning
Experience with LLMs, Gen AI, and Machine Learning libraries (i.e. scikit-learn) to automate AWS data pipelines providing $75k/year savings. Completed MS in Computer Science with AI focus.
Technical Leadership
Led cross-functional teams of 10+ engineers and data scientists through complex migrations and system rebuilds. Mentored teams on Tableau/Alteryx best practices and established knowledge-sharing platforms.
Technical Skills
Programming & Languages
Cloud & Data Platforms
Analytics & Visualization
Data Science & ML
Data Engineering
Education
MS in Computer Science
Georgia Institute of Technology • Focus: Artificial Intelligence • 4.0 GPA
BS in Neuroscience
The University of Texas at Austin • Minors: Computer Science & Business
Key Projects
Showcasing impactful data engineering and analytics projects that delivered measurable business value.
Shout-Outs Internal Recognition Tool
Amazon • 2024Independently owned, expanded, and launched comprehensive reporting infrastructure for Amazon's internal recognition platform from product inception to worldwide deployment.
Data Pipeline Migration & Optimization
Amazon • 2024Migrated critical reporting pipelines from legacy DataNet system to modern Airflow infrastructure, dramatically improving performance for VP-level dashboards.
Performance Improvement
AI-Powered Data Pipeline Automation
Amazon • 2024Implemented Large Language Models and Generative AI solutions to automate complex AWS data pipeline processes, eliminating manual intervention and reducing operational costs.
Annual Cost Savings
Professional Network
Connect with me on LinkedIn to see my professional journey, recommendations, and latest career updates.
LinkedIn Profile
View my professional experience, skills, and recommendations from colleagues and clients.
Why Connect?
My LinkedIn profile showcases my professional journey, includes recommendations from colleagues and supervisors, and features regular updates about projects I'm working on and technologies I'm exploring. It's the best place to get a comprehensive view of my professional background and connect for potential opportunities.
Technical Blog
I'm just starting my technical blog where I'll share insights, tutorials, and thoughts on software development, emerging technologies, and problem-solving approaches.
Visit My Blog - BINSIGHTFUL
Read my latest posts about product, data, AI, and evolving technology trends.
Upcoming Topics
I plan to write about product, analytics, engineering, and AI topics. I will also create one-pager analyses on various subjects around emerging AI technologies.
Stay Updated
Follow my blog for regular updates on my learning journey in how AI is driving impact the world of analytics.