Miami, Florida
CEO & Founder of DFX5. I build autonomous agents for the enterprise — and the teams behind them.
Pianist and music producer. Former Intel microprocessor engineer. Devoted to my daughter and family.
AWS Premier
Top 1% of partners worldwide
Anthropic Partner
Frontier model delivery
Inc. 5000 · #364
1,583% revenue growth
US Patent 12,348,640
Immutable digital testimony
About
I build technology companies and the teams behind them. DFX5 is an AWS Premier Consulting Partner specializing in agentic AI, customer experience transformation, and cloud modernization for financial services across LATAM, the Caribbean, and the Southeast US.
There is a throughline across everything I build: verifiable identity, immutable audit, and systems whose actions can be independently verified. It started with silicon at Intel, where correctness was the whole job, and it runs through the autonomous agents we deploy into regulated industries today.
Away from the company I have spent thirty years at the keys as a pianist and producer, I am building a recording studio in downtown Miami, and I am a lifelong student of David Foster's production work. Everything else comes second to my daughter and my family.
DFX5
An AWS Premier Tier Services Partner — the highest AWS designation, held by fewer than 1% of partners worldwide. We design and run agentic AI and Amazon Connect solutions that transform how banks, insurers, and digital-native leaders serve millions of customers across the U.S. and LATAM. 100% AWS. No divided loyalties. HQ in Miami, delivery across eight countries.
01
Autonomous agents on Amazon Bedrock, built for regulated industries: agents propose, humans approve, every action auditable.
02
LATAM's leading Amazon Connect practice, modernizing contact centers for brands like Rappi and Belcorp.
03
Re-platforming Temenos onto EKS — work that traditionally lived on other clouds.
04
A leadership bench built from former AWS delivery architects and leaders.
Selected clients
US Patent 12,348,640
Systems, Methods, and Computer Program Products for Providing Immutable Digital Testimony. Named inventor.
A three-layer architecture that hashes captured media frame by frame and anchors it to blockchain, so a recording's origin, location, and integrity can be independently verified. In an era of AI-generated video, it is a way to prove a moment actually happened.
Capture
Media hashed frame by frame at the moment of recording.
Anchor
Hashes committed to blockchain with origin and location.
Verify
Integrity provable independently, by anyone, later.
The path
Now
Developing an agentic platform for the enterprise, and NativeApps.ai — coming soon.
1998 — present
AWS Premier Tier Services Partner. Led the architecture and technical services teams for the largest Amazon Connect implementation in LATAM. Runs GenAI, cloud governance and CloudOps, managed services, and migration programs for top financial institutions across LATAM and the Caribbean. Inc. 5000 company, ranked #364 with 1,583% revenue growth and #1 in IT Services in Florida. Offices in Miami, Medellín, and Prague.
2002 — present
Credits spanning pop, house and lounge, and neo-classical music, with releases through Columbia, Arista, Beatport, and Selektor Music.
Also built
Founded Parken+, a parking platform connected to the SAP Vehicles Network with 10,000+ facilities bookable across North America, and architected a patent-pending in-vehicle IoT payment system on the Sigfox network.
1995 — 1998
Processor validation and debug on the Pentium II and Pentium III programs. Wrote stress tests in C, C++, and x86 assembly that uncovered logic bugs pre-launch and were adopted into Intel's standard validation methodology. Led a team of debug engineers root-causing logic bugs and circuit marginalities, accelerating the production ramp.
1994
Device drivers in C and x86 assembly for Intel's Flash Memory Division, enabling flash memory to operate as ATA drives in the PC.
Syracuse University
BS, Computer Engineering
1991 — 1995
Berklee College of Music
Music Production & Engineering / Contemporary Writing & Production
2004 — 2008
Full Sail University
A.S., Recording Arts
2003 — 2004
Music
Pianist, songwriter, and producer with credits spanning pop, house and lounge, and neo-classical music. Currently building a recording studio in downtown Miami.
Recorded piano on "Stop Time Tonight," written by Diane Warren, for the Life album on Columbia Records.
Keyboard parts and arrangements for 20+ tracks by the Miami house and electro producer, released on Beatport and iTunes.
Collaborated on official remixes for Pink's "God Is a DJ" (Arista), Nelly Furtado's "Manos al Aire," Bob Sinclar's "Together," Michael Stuart, and MJ.
Long-time production partner of Ivan Robles, with 15+ titles released on his Selektor Music label.
Produced demos for dozens of singer-songwriters, arrangement through final master — 50+ titles published and placements on 10+ label-released albums. Original music for short films, documentaries, and radio and TV jingles.
Speaking
For conferences, executive briefings, and podcasts. Bookings and past appearances through damian@dfx5.com.
What it takes to put autonomous agents in front of banking and insurance customers: propose-and-approve patterns, audit, and governance.
Verifiable identity, immutable audit, and why the ability to prove a moment happened becomes infrastructure.
Growing a top 1% AWS partner from Miami to eight countries, and the leadership bench that made it possible.
How post-silicon debug discipline at Intel translates into building AI systems that hold up in production.
Notes
In progress
Why the interesting constraint in enterprise AI is not capability but accountability.
In progress
What changes for courts, insurers, and journalism when video alone stops being evidence.
In progress
What thirty years of production work taught me about shipping software.
Contact
damian@dfx5.com
dfx5.com
Miami, Florida
Occasional notes on agentic AI and provenance
A short letter when there is something worth sending. No cadence, no noise.