Solution Architect — Integration · Data Engineering · Cloud · ML · AI

Mario Zamudio

Enterprise integration, cloud & AI systems — architected and built hands-on.

Based in Niagara Falls, Ontario. Fifteen years designing and delivering BSS/OSS, big-data, and DevOps systems for carriers including Bell Canada, AT&T and Claro — horizontally scaling real-time platforms, automating cloud provisioning across OpenStack and OpenShift, and wiring carrier-grade observability with Prometheus, Grafana and Elasticsearch. Led cross-functional teams of 10+ engineers across the Americas.

Now focused on enterprise integration (IBM webMethods, Kubernetes) and AI-assisted development. SAFe 6 Product Owner / Scrum Master, bilingual (EN / ES). Recently completed a Master of Data Analytics (GPA 4.13, President's Distinction List); capstone live at profiterosion.streamlit.app.

Mario Zamudio
Niagara Falls, ON · Canada
Measured results · in production

// carrier-grade delivery, 15 yrs

Data availability latency
48 h 2 h

Re-engineered big-data ETL on Hadoop · Spark · Hive · Vertica.

HPE · carrier big-data platform

Environment provisioning
3 mo 2 d

Private-cloud automation with OpenStack · OpenShift.

HPE · 5G / WiFi provisioning

Real-time charging throughput
10 TPS 40k TPS

Horizontal scaling of a Java charging platform — a 4,000× increase.

HPE · Claro prepaid charging

01 / NOW

Integration & AI-assisted delivery

Designing enterprise integration on IBM webMethods — API gateways, SOAP/REST flows — and containerising platforms on Kubernetes with Helm (high availability, load balancing) for financial-services and insurance clients.

Building reusable AI-assisted development frameworks and intelligent agents that standardise and speed up enterprise delivery.

02 / FOUNDATION

Master of Data Analytics

University of Niagara Falls Canada — GPA 4.13, President's Distinction List across all five terms.

Capstone — Profit Erosion: Random Forest (AUC 0.98) and K-Means segmentation on Google BigQuery, live at profiterosion.streamlit.app.

03 / AI-NATIVE

Full-stack builds, AI-assisted

Self-directed projects built end-to-end with AI-assisted tooling: Warzone Armory (Python scraper + daily GitHub Actions + Chart.js).

LR Presets (Python image pipeline + trilingual i18n) and GymRoutines (React 19 + TypeScript + Vercel serverless + Neon PostgreSQL).

PythonSQLBigQuery scikit-learnIBM webMethodsKubernetes DockerOpenShiftGitHub Actions Machine LearningETL / Data PipelinesPower BI TableauAgentic CLI · AI Agents