Open to opportunities · City of San Fernando, Pampanga, Philippines

Ariel Orbe

Senior Software Engineer — AI / Data & Full Stack

Senior Full Stack Engineer with 10 years of progressive experience designing, developing, and deploying scalable web applications and AI-driven solutions. Adept at integrating AI models with full stack architectures, leading cross-functional teams, and delivering innovative software that drives business value.

View my work LinkedIn

Years experience: 10+
Companies: 4
Focus: AI & Full Stack
Education: BSc CS

About me

Engineering leader at the intersection of AI and product

I specialize in taking models from research to production — designing APIs, frontends, and infrastructure that teams can ship and maintain. My background spans banking compliance, healthcare privacy, and high-scale SaaS delivery.

Professional experience

A decade building AI-driven products

From banking and healthcare to enterprise AI — each role with hands-on work samples showcasing the systems I helped deliver.

Dell

Senior AI & Full Stack Engineer

Jan 2024 — Jan 2026 · US · Remote

2 work samples

Spearheaded full-stack, AI-enabled solutions to enhance product capabilities and automate complex decision-making workflows.
Led cross-functional agile teams delivering end-to-end systems focused on scalability, reliability, and maintainability.
Architected service-oriented systems supporting real-time data processing and intelligent inference in production.
Established automated delivery pipelines with integrated testing to improve quality and release velocity.
Productionized machine learning models with data science teams to continuously improve prediction accuracy.
Led modernization initiatives migrating legacy platforms into flexible AI-ready architectures.

Work samples

Shipped product

ML Applications Marketplace

End-to-end AI development platform integrating model catalog, filtering, and collaborative workflows for data teams building production ML applications.

Shipped product

Dell Technologies Capital

Enterprise investment portal showcasing portfolio expertise, team engagement, and customer connections for early-stage technology companies.

Wherefour

Senior Software Engineer — Data & Web Applications

Feb 2022 — Jan 2024 · US · Remote

2 work samples

Developed intelligent web applications with embedded AI-driven capabilities for automation and user efficiency.
Integrated predictive and analytical features into customer-facing systems with product and research teams.
Designed responsive, accessible interfaces optimized for performance across devices.
Built backend services for large-scale data ingestion and processing for AI workflows.
Delivered real-time analytics and reporting to support data-driven decision-making.
Performed performance tuning and reliability testing under high load.

Work samples

Shipped product

Customer Success Stories

Marketing showcase highlighting real results from leading CPG brands using Wherefour for production and inventory management.

Shipped product

Inventory Management System

Full-stack ERP inventory module with lot tracking, transfers, SKU management, reorder points, and cost reporting for food & beverage manufacturers.

ThoughtWire

Software Engineer — Full Stack & AI/Data

Jun 2018 — Jan 2022 · Philippines

2 work samples

Contributed to healthcare platforms leveraging intelligent analytics for operational and clinical decision-making.
Built scalable web applications supporting forecasting, optimization, and reporting use cases.
Integrated predictive models into enterprise systems alongside data science teams.
Developed visualization components translating complex insights into actionable information.
Implemented secure integration layers for safe data exchange across internal systems.
Ensured solutions aligned with healthcare compliance and data privacy standards.

Work samples

Shipped product

BDC Venture Capital Portfolio

Portfolio company profile on BDC's venture capital site — company details, investment context, and Ambiant IIOT platform overview for smart cities, healthcare, and enterprise automation.

Shipped product

Operations & Certifications Hub

Content hub for ISO and business certifications — structured navigation, article discovery, and resources to help teams choose and achieve operational certifications.

China Bank PH

Software Engineer — Banking Systems

Jan 2016 — Apr 2018 · Philippines

2 work samples

Developed core banking applications with intelligent fraud detection and customer behavior analysis.
Designed user-focused interfaces improving accessibility and operational efficiency of financial tools.
Implemented backend services for transaction monitoring and real-time alerting workflows.
Built proactive alerting mechanisms surfacing financial risks in real time.
Ensured secure coding practices aligned with banking regulations and data protection policies.
Optimized data models and queries for high-volume analytical workloads.

Work samples

Shipped product

Personal Banking Homepage

Chinabank personal banking portal — hero carousel, My CBC app migration campaign, and quick-access advisories, FX rates, and governance modules.

Shipped product

Business Banking Portal

Corporate banking landing page with business solutions hero, service navigation, and featured cash management and loans product cards.

Technical skills

Tools & technologies

Full stack development, cloud infrastructure, and AI/ML integration across enterprise and regulated industries.

JavaScript

TypeScript

React

Angular

Vue.js

Node.js

Python

Django

Java

REST APIs

Docker

Kubernetes

AWS

GCP

CI/CD

Machine Learning

PostgreSQL

MongoDB

GraphQL

Azure

TensorFlow

PyTorch

Microservices

Terraform

NLP

Computer Vision

Education

Bachelor of Science in Computer Science

University of Toronto

June 2011 — December 2015

Let's build something together

Interested in senior engineering, AI platform work, or full stack leadership? I'd love to hear from you.

arielmarnel0402@gmail.com +63 924 121 7413 LinkedIn Profile