Systems & Network Engineer
Hi, I’m Ferdinand.
ComplexClear solutions. I design, integrate, and support the networks, cloud infrastructure, and healthcare systems businesses depend on. 15+ years turning complex requirements into practical, dependable technology.
Open to full-time and contract opportunities in systems engineering, healthcare integrations, and technical leadership.
Retire the system. Archive Data pipeline Networks Installations
01 Extract + 02 Preserve − 03 Retrieve +
Patient-based folders
Keep original documents intact Original exported documents were preserved as they existed and organized into patient-based folders, rather than reformatted into a new record model.
15+ Years in technology
200+ Healthcare professionals supported
4 EMR / LIS platforms integrated
14 Developers managed
Find your fit
Experience, technical depth, and work you can explore.
01 / Selected work
Built for the real world Engineering in practice.The work behind the claims. All projects Legacy records. Preserved.Clinical archive & read-only viewer
01 / Extract Source records & PDFs
02 / Preserve Organized archive
03 / Retrieve Searchable, read-only access
Illustrated architecture · No patient data 01 / Data preservation / Internal software
Clinical archive & record viewer The problem. A retiring clinical system still held historical patient records that staff needed to retrieve.
Read-only archive
My contribution I built Playwright-assisted extraction and a read-only viewer, organizing records by patient while preserving the original PDFs.
Technologies Playwright · PDF exports · Read-only viewer
Documented result Authorized staff can retrieve historical records without keeping the decommissioned platform operational. Try the archive demo Data, made queryable.Extraction & intelligence platform
Discover → Extract → Normalize SQLiteLocal / demo storage PostgreSQLProduction storage
Timestamped JSON exports Illustrated pipeline architecture 02 / Data engineering / Python automation
Data extraction & local storage The problem. Source pages without an API needed to become structured, queryable records instead of manual collections.
SQLite · PostgreSQL
My contribution I built specialized spiders, normalization, deduplication, error quarantine, database storage and timestamped JSON exports.
Technologies Python · Scrapy · SQLite · PostgreSQL
Documented result 1,569 structured records captured in a documented demonstration run, with portable JSON exports. View run screenshots & export evidence From rack to room.Networks, cameras & access control
PoE / SWITCH PATCH / VERIFY WI-FI CAMERAS ACCESS Illustrated installation scope 03 / Infrastructure / Network engineering
Multi-site healthcare networking The problem. Consumer-grade equipment could not support segmented traffic or centralized management across healthcare locations.
UniFi · VLANs
My contribution I deployed the UniFi UDM SE gateway, configured clinical, administrative and guest VLANs, and connected the sites.
Technologies UniFi UDM SE · VLANs · Site-to-site connectivity
Documented result Traffic is separated by function, with centralized visibility across locations from a single console. Read the anonymized deployment case DistroDocsMedical distribution, connected.
AccessRole-based authentication
↓ OrdersDistribution workflows
↓ DocumentsGeneration & signatures
Illustrated platform workflow 04 / Software / Healthcare operations
DistroDocs Client project · Sole developer
The problem. Medical distributors relied on spreadsheets, email and manual approvals across separate company contexts.
Full-stack platform
My contribution I designed and built the architecture, database, authentication, front-end, API, PDF engine and deployment configuration.
Technologies React · TypeScript · Express · PostgreSQL · Drizzle ORM
Documented result Onboarding, agreement execution and order tracking moved into a structured, auditable workflow across three company brands. Explore the workflow illustrations
How we can work together Employment / Contract work / Consulting 01 / Join your team
Systems & network engineering. Infrastructure, healthcare technology, custom software and practical leadership grounded in hands-on work.
Discuss a role 02 / Install & connect
From network drops to access control. Cabling, racks, testing, Wi-Fi, firewalls, cameras and alarms. Ubiquiti, Cisco, Honeywell and 2GIG experience.
Discuss an installation 03 / Solve & improve
Software and systems that work together. Healthcare integrations, archives, API tools and workflow automation shaped around the problem you need solved.
Discuss your challenge 02 / What I bring
Networks / Software / Healthcare Infrastructure first.Connected end to end. Networks, clinical platforms, software, and people all need to work together. My experience includes independent consulting, IT direction at InnovativeGX, and healthcare technology support at Consultants in Pain Medicine.
Experience & résumé 01 Infrastructure & Cloud AWS architecture, enterprise networking, Microsoft 365, structured cabling, backup systems, and IT operations for healthcare and business clients.
02 Healthcare IT & EMR Integration HL7 routing and field mapping connecting athenahealth, NovoPath, LIMSABC and eMDs across multiple clinical organizations.
03 Custom Software & Automation Purpose-built systems for clinical record management, distribution operations, evidence production, and data pipelines.
04 Data Engineering & Extraction Python-driven pipelines for structured data collection, normalization, and storage — business directories, video metadata, and sports leagues.
Ferdinand Munoz / San Antonio, TX 03 / The person behind the work
Hands-on experience.Practical judgment. I’m Ferdinand, based in San Antonio and founder of Digital Pattern. My hands-on work spans healthcare integrations, custom software, installations and digital forensics.
More about me How I work
Technical depth.Considered execution. From the first requirement to the systems people use every day.
Development
Thoughtful interfaces. Purpose-built software. I build interfaces around the task: finding a record, completing a workflow, or understanding the next step. The case studies show the architecture and my contribution.
Explore the website portfolio Integration
A broader view of how technology works. I trace how data moves between people and systems, then build the integrations, archives, and infrastructure that keep the workflow connected.
Explore integration work Leadership
Hands-on expertise. Clear technical direction. I bring 15+ years in technology and experience leading 14 developers. My leadership work combines technical direction, implementation, and support for healthcare teams.
Explore technical leadership 04 / A connected practice
Founder & principal Related practices. Explore the related brands.
Your next team member
Let’s talk aboutthe work ahead. Hiring for systems engineering, healthcare integrations, or technical leadership? Share the role, your team, and the challenge you need solved.
