Ryan Sansbury Software Development | Data Engineering | Business Intelligence

Overview

Software developer with production experience building data platforms, analytics applications and AI-powered systems at enterprise scale. Builds end-to-end from database architecture and ETL pipelines through React frontends, automated testing, and cloud deployment. Delivers business intelligence solutions that drive strategic decisions for executive stakeholders. Additional depth in AI agent systems, LLM orchestration, and machine learning models.

Focus Data Infrastructure & BI
Education BBA Economics
Continuing Education CS Coursework
Builds Complete Platforms

Work Style

Impact-Driven Self-Directed Collaborative Remote-Friendly Detail-Oriented Fast Learner Problem Solver Clear Communicator

Professional Experience

Production experience delivering full-stack analytics, automated pipelines, and predictive modeling. Building systems that solve real problems for technical and non-technical stakeholders.

Platform Engineering

Full-Stack

Full-stack analytics platform built from scratch for executive stakeholders. Python/Flask backend, React frontend, PostgreSQL database, and ML forecasting models with production Azure deployment. Includes CI/CD pipelines, automated testing, and role-based access control. Replaced expensive third-party systems.

Scope: Architecture, development, testing, deployment, and ongoing operations
Python React Flask Azure CI/CD Docker

Data Center Intelligence

Domain Expertise

Market intelligence platform with geospatial mapping via PostGIS, automated data pipelines, and verified contact enrichment. Full project ownership from initial scoping and architecture through production deployment and ongoing operations. Expanded across the organization after initial launch.

Stack: Flask, PostGIS, automated ETL, geospatial visualization
Python Flask PostGIS ETL Geospatial

Data Engineering & ML

Pipelines & Forecasting

Automated ETL pipelines integrating ERP and financial systems via RESTful APIs. Replaced manual reporting workflows with near-real-time data delivery. ML models for sales forecasting, churn scoring, and anomaly detection using XGBoost, Isolation Forest, and Random Forest. Built with error handling and automated monitoring.

Stack: Python, PostgreSQL, scikit-learn, XGBoost, REST APIs
Python PostgreSQL scikit-learn XGBoost ETL

Enterprise Business

B2B & Strategy

Enterprise B2B sales background working directly with executive stakeholders across strategic accounts. Brings firsthand understanding of how engineering work connects to business outcomes, stakeholder needs, and go-to-market strategy. Builds software with the end user and decision-maker in mind.

Value: Engineers who understand business context build better products
Enterprise Sales Stakeholder Management Revenue Forecasting Market Analysis

Technical Skills

Production-tested technologies for building data platforms, analytics dashboards, AI integrations, and enterprise applications. Currently focused on data engineering, business intelligence, and AI agent systems.

Languages

Python Swift TypeScript JavaScript Kotlin SQL Bash HTML/CSS

Frameworks & Libraries

FastAPI Flask React Express.js SwiftUI Pydantic Astro SQLAlchemy

Data & ML

PostgreSQL PostGIS SQLite Pandas NumPy scikit-learn XGBoost ETL Pipelines Recharts Data Visualization

DevOps & Cloud

Docker Kubernetes CI/CD Azure AWS Redis Git REST APIs JWT OAuth2 RBAC

AI & Analytics

Agent Architecture Tool-Use Loops RAG Multi-Model Orchestration LLM Integration Local Inference Predictive Modeling Prompt Engineering

Domain

Data Engineering Business Intelligence Market Intelligence Enterprise B2B Stakeholder Management

Featured Projects

Get in Touch

Say Hello

Always happy to connect with others in the data infrastructure, analytics, and engineering space. Reach out if you want to:

  • Chat about data infrastructure, analytics, or engineering
  • Share ideas or ask questions
  • Connect professionally
  • Just say hi

Collaborate

Interested in working together on something interesting? Always happy to explore.

  • Data infrastructure & analytics
  • Platform engineering
  • Technical partnerships
  • Interesting problems to solve