WorkWritingContact

I build things
that understand
people.

Builder·Founder·Engineer·Teacher

From healthcare AI to behavioral science SaaS — every chapter is about understanding how people work.

Current Chapter

Mauralink

CTO & Co-Founder · Current

B2B SaaS for manager-employee compatibility assessment. 8 psychometric scales, 48 items, semantic differential format. Scoring engine paired with LLM-powered content generation — 18 content types across 5 pipeline paths.

Co-founded with Erin Yabsley (CEO). C-corp via Stripe Atlas. Target market: mid-market companies, 150–500 employees.

Next.jsFastAPISupabaseClaude APIRailway
0+

Tests shipped

0

Content types

0

Pipeline paths

0

Psychometric scales

The Proof

UniWise / ContraSight

CEO & Founder · Exited

Healthcare AI for organ donor eligibility screening. What took technicians hours of reviewing 300–500 page medical records, our AI completed in under 20 minutes. Three pivots to product-market fit.

$0K

raised

$0K

revenue

0+

person team

010203

Auto Body Workflow

Built workflow tools for collision repair shops. Learned the market. Found the pain.

Ophthalmology RCM

$65K revenue. $120K raised from angels. AI copilots for outpatient clinics. 3 clinics piloting, 12 in pipeline.

Organ Procurement

ContraSight AI — donor screening in 20 minutes vs. hours. San Diego Eye Bank partnership. Converted to Public Benefit Corporation.

We're heading in the right direction — that we are solving the right problems, and that people believe in us.
1st Place — UCSD Basement Demo Day 2025

Erin Yabsley started as a UniWise intern. Now she's CEO of what we're building next.

The Multiplier

Teaching +
Community

0

consecutive quarters as Lead TA

Prof. Burt De Mill — Rady School of Management

0

members in the club he founded

MGT Grader

AI grading for negotiation roleplays. Ingests audio transcripts, generates professor-caliber feedback via Claude. Designed evaluation gates and quantitative metrics for inherently subjective assessment.

Python · Claude API · Audio processing

ClassCheck

QR-based attendance app. Built for in-class simplicity.

React · Supabase

Courses

MGT 103 (Marketing) · Business Ethics · Business Negotiations

Co-designs simulated negotiation exercises
Has taught full lectures to undergrad + graduate students
Senior TA across 3 courses simultaneously

First of its kind at UCSD

SEN at UCSD

Student Entrepreneurs Network

Founded UCSD's first student entrepreneurial network. Partnered with the Sullivan Center and Tim Schwartz as faculty advisor. Wrote the full governance charter, ran pitch competitions, and secured sponsorships.

At Scale

BAND / Naver

Marketing Manager · "The Google of South Korea"

Public face of the US global office. Keynoted at conferences with 500–1,500 attendees. Company invested ~$20K for Tristin to co-present a case study in Vegas. Built a viral UGC campaign with 10,000+ participants.

Left to prioritize academics — a judgment signal, not a retreat.

$125K

compensation

10K+

campaign participants

40%

acquisition rate

90%

retention rate

The Backstory

2011–17

Marketing Career

Intern → specialist → coordinator. Learned to build campaigns.

2017–18

DAM inc.

First company. Team of 4. $450K budget.

2018–19

Ivy Project

$1M annual marketing budget. Company acquired.

2019–22

Power Washing Pros

VP Ops. Built entire business — website, ads, ops, licensing, govt bids.

~2022

Repreeve

Nonprofit. Purchased & forgave ~$2.5M in delinquent medical debt.

2022

Public Office

Elected to Woodland Hills Neighborhood Council.

2019–22

Back to School

Pierce College → A.S. Mathematics, Cum Laude.

2022

UC San Diego

Transferred. Everything converges.

The Craft

37 repositories.
All shipped.

TypeScript21
Python12
Other4

Mauralink

  • Main platform (Next.js + FastAPI)
  • GraphRAG (367 I/O psych papers)
  • Knowledge base pipeline
  • MCP server (16K+ nodes)

UniWise

  • ContraSight AI (full-stack)
  • AI agent system (ADK + Gemini)
  • Call center MVP

Developer Tools

  • mytxt.dev (3 iterations)
  • graphiti-mcp-server
  • marker (PDF → Markdown)

Teaching

  • ClassCheck
  • MGT Grader

Featured Project

mytxt.dev

Make AI remember your website

AI SEO tool that generates llms.txt files. 2,856+ websites scanned across 3 iterations. Built before Firecrawl shipped agentic search.

Next.js · Firecrawl · Claude API · Railway

Writing

The AI Pragmatist

The month in AI. No hype. Just what happened, what it means for your business, and what to do about it.

March 2026

  • Young workers 22–25 bearing the brunt of AI displacement: 16% employment decline
  • Nvidia $192B data center revenue, Jensen calls for $1T in AI infrastructure
  • OpenAI GPT-5.4 mini/nano: frontier reasoning at 1/10th the cost

Selected Writing

The Impact of Automation

AI, UBI, and workforce disruption. ~3,500 words.

Investor Letters

UniWise Q1 and September 2025 stakeholder updates.

The Why

Every role — marketing, ops, teaching, founding — was about understanding how people work.

Rady MBA in progress. UCSD AI Council panelist. Red Bull Basement Innovators panelist. Always building toward what's next.

Book a conversation

15 minutes to explore how we might work together.

Or email tristin@esfandiari.dev

Tristin Esfandiari

Every chapter bigger than the last.

© 2026 Tristin Esfandiari