Hello!
Most people are either an operator or a builder. I’m both, at the frontier.
Cloud Alliance Revenue
AWS + Microsoft, 30 months
Partner TCV Processed
3-person team, 97% approval
Cognitive Graph Edges
UCW · 8.9K items, 9.4K learnings
Lines AI-Directed Code
20+ shipped systems · 44 repos
Operator who scales partner programs. Builder who ships AI infrastructure. Partner SA is the seat where those two things collide.
The numbers are above, the chat is below — happy to walk you through either.
~30 min technical conversation
AI-powered chat grounded in my full portfolio. Ask anything — voice or text.
Most people live on one side. Partner ops people understand business but not the AI stack. AI builders understand the tech but not the co-sell motion. I've operated both.
Co-sell motion
Where it compounds
What I shipped
Scored against Ethan Mollick's Frontier Operations framework — the skill of working at the surface of the AI capability bubble.
Maintaining accurate, up-to-date operational intuition about where the human-agent boundary sits. Updates with every model release — not static knowledge.
Structuring work so transitions between human and agent phases are clean, verifiable, and recoverable. Knowing WHICH phases are agent-executable vs human-in-the-loop vs irreducibly human.
Maintaining an accurate current mental model of HOW agents fail — not just that they fail. Differentiated failure taxonomy per task type.
Ability to forecast where the AI boundary will move next — tracking model releases and adjusting workflows before the seam shifts.
Knowing where human attention creates most value at the current boundary — managing attention across agent-assisted work.
Frontier Operations is the skill of working at the surface of the AI capability bubble — sensing where agents succeed, designing clean handoffs, maintaining failure models, and calibrating human attention as capabilities shift quarterly. Scores are evidence-based, derived from production systems operated across multi-model substrates (Claude, Grok, Gemini, NotebookLM) and 270K+ interactions captured via UCW.
Score yourselfArchitected live in a single Claude session with a partner manager. This is the Partner SA motion.
System spec
Every metric below is documented. Hover for context, switch to Deep mode for the full trail.
Receipts are summaries. Pick a thread and pull.
20 architecture screenshots across 5 production systems. Built, deployed, measured.
Score yourself against Mollick's framework — five dimensions, evidence-based.
9-system self-improving AI architecture. Interactive code, 3D network viz.
How a 3-person alliance team out-shipped 30-person ops orgs.
20-minute intro call. Bring whichever questions matter — happy to walk through partner ops, AI infrastructure, or anything in between.
Real data from the UCW — a system that captures every AI interaction across 6 platforms, generates semantic embeddings, and detects cross-platform coherence.
163K+
Cognitive Events
Across 6 platforms
150K+
Embeddings
Semantic vectors
11K+
Sessions
Tracked interactions
72
Coherence Moments
Cross-platform alignment
7
Active Arcs
Persistent thought threads
6
Platforms
Claude · ChatGPT · Grok+
Enterprise alliances, AI infrastructure, and the tools that ship the work.
AWS
Cloud Alliance · Co-sell motion
Microsoft
Cloud Partner · Azure marketplace
Google Cloud
GCP Marketplace partnership
Anthropic
Claude API · agent substrate
OpenAI
GPT integration · multi-platform
xAI
Grok · Custom Voices TTS
Deepgram
nova-3 streaming STT
ElevenLabs
Voice cloning · production TTS
Vercel
Production deployment infra
Suger
Marketplace operations platform
Contentsquare
Sr. Partner Systems & Operations · OneCRM, 6 platforms
AWS
Cloud Alliance · Co-sell motion
Microsoft
Cloud Partner · Azure marketplace
Google Cloud
GCP Marketplace partnership
Anthropic
Claude API · agent substrate
OpenAI
GPT integration · multi-platform
xAI
Grok · Custom Voices TTS
Deepgram
nova-3 streaming STT
ElevenLabs
Voice cloning · production TTS
Vercel
Production deployment infra
Suger
Marketplace operations platform
Contentsquare
Sr. Partner Systems & Operations · OneCRM, 6 platforms
Featured in industry case studies and partner ecosystem conferences.
“Catalyst gave us the opportunity to connect meaningfully with partner leaders through deep, topic-driven discussions. It was an incredible experience.”
Dico Angelo
Participant
Partnership Leaders Catalyst 2026
“Suger has been a game-changer for us, their platform has not only streamlined our marketplace management but also allowed us to grow our cloud partnerships with AWS and Azure in ways we never thought possible. It's more than just a tool—it's become an extension of our team.”Suger.io Case Study
“This workshop highlighted the importance of rapid prototyping and the benefits of working in a creative environment... The iterative process we followed enabled us to test and refine our ideas rapidly, collaboratively engaging with previous iterations to find the best solution.”
Dico Angelo
Participant
1159.ai Innovation Workshop
“While most companies think about marketplace ops last, Contentsquare invested in marketplace operations from early on in the journey. Their operations lead, Dico Angelo, transformed processes that took days into minutes.”
Partner Insight Newsletter
Feature Article
0 to $30M in 30 Months Case Study
End-to-end delivery — from first conversation to production traffic.
Strategy & Activation
Cooper Swanson Ventures
Luxury event marketing website for an invitation-only networking gathering of 40 curated professionals at a private Miami penthouse. Delivered end-to-end in under 2 weeks — from client meeting to live deployment.
Co-Founder & Technology Lead
Bxlence Hospitality (Co-Founded)
Complete digital platform for a luxury hospitality brand — hotels, dining, nightlife, yacht charters, private aviation, and membership experiences. Flagship Miami with multi-city expansion framework.
Engineering & Productization
Mohammed Safiia (U of Windsor)
Forensic-friendly facial recognition platform productizing Mohammed's ICDF2C 2024 schema — chain-of-custody evidence sealing (ForensicSeal), AI compliance proxy, and Layer-3 blockchain anchoring. Took the academic framework from paper to deployable product, deployed across 3 Fly.io regions with LiteFS replication.
Directed Claude Code, Codex, and Gemini to ship 20+ production systems. arXiv research → live infrastructure.
Hypothetical partner-intelligence layer, custom-built concept demo
A custom-built concept demo (not a launched product): an MCP-native partner-intelligence layer with 13 tools, AI scoring, and a React 19 dashboard on the UCW substrate. Designed to complement partner-tech like Crossbeam, Reveal, and PartnerStack, not replace them. All partner data shown is illustrative sample data; the listed partners are unaffiliated.
13
MCP Tools
Dashboard + MCP
Surface
UCW
Substrate
React 19
Stack
Cognitive Factor Intelligence Platform
AI-powered portfolio optimization with 80+ factors, episodic learning via CVRF, and explainable recommendations. Brings sovereign cognitive infrastructure into quantitative investment workflows.
80+
Factors
Episodic (CVRF)
Learning
Explainable
Output
Portfolio Opt
Domain
Sovereign Career Intelligence
AI-driven career operating system: eligibility-gate-first job matching, warm-line outreach, ATS-aware tailoring, and parallel-session coordination. Reclaims agency in an algorithmic hiring world.
2,959 passing
Tests
Next.js 16
Stack
$9 Single-Shot
Tier
Live
Surface
Forensic Evidence Generation Platform
Forensic-friendly facial recognition with on-chain evidence sealing. Implements Mohammed's ICDF2C 2024 schema with SOTA 2026 components. ForensicSeal is the core invention, compliance proxy the business model.
Layer 3: Blockchain
Architecture
ICDF2C 2024
Schema
Demo-ready
Mode
ForensicSeal
Core
All projects are open source on GitHub
View All 44 Repositories →Operations Leader · AI Systems Builder
$800M+
TCV Processed
900K+
Lines of Code
97%
Approval Rate
A working journey through building at scale.
Mass Fintech Hub
Volunteer leadership role mentoring 3 students from New England universities through the Mass Fintech Hub Mentoring Program. Joined the cohort onsite at the Bentley University Blockchain Bootcamp in April 2026.
Detroit Blockchain Collective
Plugged into Detroit's blockchain ecosystem during networking travels. Three back-to-back events covering protocol fundamentals, real-world asset tokenization, and Web3 builder community.
Independent Research
Published research on consensus mechanisms, DQ scoring, and agentic architectures.
Partnership Leaders, NYC & Toronto
Attended Partnership Leaders Catalyst Summit in both NYC and Toronto, joining roundtable discussions on AI & Partnerships alongside founders, partner ops leaders, and investors.
Moments from the rooms where partnership systems get built, mentored, and shipped.
Technology, Innovation & Culture
150+ events across 8 cities over 7 years. Not just attending — building relationships, contributing to communities, and moving between worlds that rarely overlap.
3 consecutive Art Basel Miami
Where collectors, artists, VCs, and visionaries collide. Understanding taste, aesthetics, and the creative economy.
F1: Miami, Monaco, Montreal
The paddock, not the grandstand. International mobility and comfort in high-context environments.
Builder Series NYC (monthly)
Not transactional networking. Consistent presence, real relationships, mutual support over years.
NeurIPS 2025
Where papers become products. Proximity to the researchers pushing boundaries.
Where operational excellence meets technical implementation.
Searches 700+ indexed dossier chunks and returns an evidence-based fit assessment grounded in real artifacts.
Open to roles at the intersection of AI systems and operations leadership.
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