SAEUNthe builder
I build structure inside complexity. Across rooms most people will only ever see one of in a career.
A rare kind of utility player.
A combination that is structurally rare.
Operators tend to stop at process. Engineers tend to stop at product. Creatives tend to stop at the room. I live across all three, in the same week, on the same problem, with the same cup of coffee. The utility player who plays every position well, and remembers everyone's name in the dugout.
Leverage across every department.
I bridge functions instead of sitting inside one. Strategy translates into systems. Systems translate into teams. Teams translate into shipped product. The silos open up, the ideas pass through, and the org starts to feel like a thing that breathes.
AI-native, before it was a category.
I orchestrate multi-model AI the way a director orchestrates a film crew: each model in the role it was born to play, each prompt cued for the scene. The result is infrastructure that compounds while everyone else is still rehearsing the demo.
The work, measured.
Revenue Impact
Cumulative · 2008–present
Organizations Transformed
MYJ ecosystem · 20+ industries
Contributors Developed
10 cross-functional teams
Cycle Compression
USAA underwriting · 5.5 wks
Talent Elevated
Grammy noms / major placements
Crisis Infrastructure
LA wildfire · 1M licenses · 4 orgs
The work, expanded.
Click any project to expand the full anatomy: challenge, build, systems, outcomes, leadership demonstrated.
Overview
Re-architected a life-company underwriting pipeline that was choking throughput in a department about to absorb 6× its staffed volume.
Challenge
Cycle-time bloat, unclear ownership, 11-minute member hold times, and a department headcount projected to triple inside 18 months.
What Was Built
A "who-handles-what" ownership map for the life company. Standardized workflow rebuild. Member-experience product work: Gold Star family alerts, hard-of-hearing prompt redesign, total-loss protection product for USAA auto loans.
Outcomes
Cycle time fell from 30 days to 1 day in 5.5 weeks. Hold times went from 11 minutes to under 1 minute in 63 days. The team scaled 6× with the pipeline I'd rebuilt holding clean.
Leadership · ALMI · ACS · Colonel Mentor Award · Claims Excellence
30 → 1
Day cycle · 5.5 wks
64 → 382
Team scale
11m → <1m
Hold time · 63 days
Harvey
Field cat team
Systems & Tools
- Internal UW platforms
- Workflow standardization
- Process maps
- Member-comm redesign
Skills Applied
- Systems architecture
- Process innovation
- Stakeholder translation
- Product thinking
I build systems, infrastructure, and the teams that run them.
A working definition: six lines that, read in sequence, are the whole career.The combination is the product.
I build the systems that make complexity legible.
Org maps, RACI, throughput models, decision-support layers. The architecture that lets a team see what it's actually doing, and what it could do next.
I build the infrastructure under the rollout.
CRMs, talent pipelines, rights & registration, comms backbones, automation layers. The plumbing that makes the visible work possible.
I build for scale from day one.
Six-x team growth with the pipeline intact. 343 contributors across 10 teams. $150M+ across nine stores. Architectures that compound instead of crack.
I build the teams that run after I leave.
Hire, onboard, train, mentor, hand off. The system has to keep paying down its cost after I walk out of the room. That is the whole test.
I build the technology everyone else is still waiting on.
Self-taught Python, JavaScript, HTML. Multi-model AI orchestration. Internal tools, dashboards, the LA wildfire logistics map. Build it. Ship it. Iterate.
I build ideas into reality at industrial speed.
Strategy → systems → infrastructure → product → rollout → handoff. The full arc, compressed. The combination is the product.
Three things that make the combination work.
Cross-Disciplinary Translation
Fluent in business, AI, creative, and operations at the same time.
I translate engineering into commercial. Commercial into creative. Creative into infrastructure. The friction between disciplines is the seam I work on purpose, because that is the seam most leverage hides inside of.
Scalable Infrastructure Architecture
I build systems that compound, instead of workflows that calcify.
Org charts, talent pipelines, AI orchestration, CRMs, rollout playbooks. Each one designed to keep paying down its cost long after I've handed it off. The real test: it runs after I leave the room.
Adaptive Pattern Recognition
Drop me into any environment. I thrive in it.
Strategic pattern recognition across industries, paired with multi-model AI orchestration. A real-time logistics map for 100+ horses in eight days is a working artifact, an operating model in miniature. The builder thrives because the pattern transfers.
I build, orchestrate, and scale systems.
Self-taught into a working developer. AI-native before it was a category. Platform-fluent across the stack most ops leaders touch, plus the stack most engineers keep to themselves.
Build
I ship what I need instead of waiting for it.
- Python
- JavaScript
- HTML / CSS
- GitHub
- Replit
- Lovable
- Custom CRMs
- Dashboards
- Internal tools
Orchestrate
Multi-model AI. The right model for the right job.
- Multi-model AI workflows
- Prompt engineering
- Automation pipelines
- Agent systems
- AI-enabled logistics
- Decision-support layers
- Data visualization & analytics
Operate
Twenty platforms. Integrated, instead of duct-taped.
- Salesforce
- HubSpot
- Airtable
- Monday
- ClickUp
- Notion
- Zendesk
- Workday
- Oracle
- GoHighLevel
- Zoho
- Taskade
- Motion
- Cision
- Slack
- Discord
- Basecamp
- Google Workspace
- Microsoft Suite
- Adobe Suite
What I'm hired for.
Teams know who owns what, handoffs get cleaner, and output improves without adding headcount. I build across org charts, workflow maps, RACI models, decision trees, SOPs, intake flows, and live dashboards. Stack: Lucidchart · Whimsical · Airtable · Notion · Monday · ClickUp · MS Project.
The toolkit behind the toolkit.
Project management · Vendor and partner management · Process improvement · Customer experience · Change management · Compliance and risk · Brand and communications · Crisis communications · Events · Executive support · Contract awareness · Mentorship · Documentation · Stakeholder management · Negotiation · High-capacity follow-through.
Eighteen years.
Two stacks. One builder.
Most résumés flatten time into bullets. Mine runs sideways: the career stack above the line, the creative & community stack below, in parallel for nearly two decades.
KBLB · Nissan
Sales → Training, Website, BDC Builder
#1 sales 9 mo. Built BDC & online sales across 9 stores / 3 states → $150M+.
↳ The Builder · learned to build commercial infrastructure from zero
USAA
Claims Adjuster → L&H Underwriter I
30 → 1 day cycle in 5.5 wks. Dept 64 → 382. ALMI · ACS · Colonel Mentor Award. Harvey field cat team.
↳ The Systems Mind · learned to compress complexity at enterprise scale
Progressive
Claims Generalist → Bodily Injury Rep
Up to $250K authority. Sleuth Award. Fraud pattern detection.
↳ The Pattern Reader · learned to see leverage points others miss
MYJ Inc. / KW Camp
COO · 156-Company Ecosystem
343 interns onboarded across 10 teams. 83 Grammy noms / major placements. 1× personal Grammy nom. #1 & #2 Billboard. Quincy Jones final doc EP. $28.5M.
↳ The Multidisciplinary · learned to operate across 20+ industries simultaneously
State Farm
WCCI Complex Property
Earthquake-cert. Wildfire, water, large-loss.
↳ The Crisis-Ready · learned to stay calm at $-and-life stakes
Hollywood
Women in Tech · Social + mentorship
Community work alongside the career stack.
↳ The Connector · learned to translate tech for non-technical leaders
Chicago
Sakofa Peace Garden
Anti-gang violence design partnership with City of Chicago.
↳ The Civic Designer · learned that infrastructure can save lives
LA Fires
4-Org Crisis Infrastructure
Kindness Hub · Equity on Fire · Make It Rain · Sparki Creative. 1M Meta licenses in 8 days.
↳ The AI-Native Operator · learned to deploy AI infrastructure under fire
MVW
Data Scrubber (special project)
Record standardization at scale.
↳ The Architect · still in the rigor seat, on purpose
18 yrs
Operating two stacks
$1B+
Cumulative revenue impact
1×
Grammy nom · multi-platinum
4 + 4
Insurers · crisis orgs co-built
I work in the seam disciplines share.
I grew up multidisciplinary, the way some kids grow up bilingual. One thing has always been the next thing, and the next thing has always been a doorway. Insurance rigor next to music industry adrenaline next to self-taught code next to AI orchestration next to crisis ops. The career reads like a road trip with the windows down: each city teaches the next one how to listen.
I lead through systems and stay warm in the room. Rigorous on the page, generous at the table, allergic to corporate cosplay. I move fast because I trust the architecture I build, and I build adaptably because every industry I've touched has eventually leaned in and asked for the next thing it was quietly hoping someone would name.
Hand me a problem and a whiteboard. I'll hand you back a system, a team that loves running it, and a polaroid of the moment it clicked.
Multidisciplinary
Insurance · Music · Tech · AI · Crisis
Systems-First
Architecture before activity
Future-Focused
AI-native, scale-native, build-native
Three things I refuse to compromise on.
Truth over politics
Ambiguity is the actual tax, and somebody is always paying it. I map the system, name the ownership, and put the truth in plain view, even on the days the truth shows up wearing the inconvenient outfit.
Leverage over labor
Anyone can work harder. I build the architecture that lets fewer people produce more with their evenings intact. Then I hand the keys over, wave from the porch, and go find the next room that needs one.
Dignity at scale
Speed shorn of humanity is wreckage with a deadline. I design teams, products, and rollouts that take care of the people living inside them: interns, members, artists, residents. The work is for them, and they can feel it.
I build because the gap between what's possible and what most teams ship is almost always infrastructure. Talent is in the room. Effort is in the room. Ambition is in the room, pacing. The architecture is the seat at the table everyone forgot to set.
My job is to pull that chair out. Across industries, across disciplines, across stacks. Put the right system, the right team, and the right technology in the same room and the room starts to sound like a band finding its key.
If you've made it this far, we should probably be talking.
Bring the puzzle. Bring the half-built idea, the rollout that stalled, the org chart that grew teeth. I'll bring coffee, a whiteboard, and the calm of someone who has already lived three industries this week.
Off Pop Lab
offpoplab.com
Innovation & creative tech studio
VentureFish then Chips
fishthenchips.com
Product & brand venture
Greater Austin area
Available worldwide · Remote-first · Open to relocation
B. Saeun · Innovation Architect · Vol. 01 · 2026