AI Consultant & Builder — Hoboken, NJ

Anne Johnson
builds things that work.

I spent 16 years in enterprise: Bain, Morgan Stanley, Credit Suisse MD, CTO at Dash Radio. In 2021 I left to get my hands dirty. Now I architect and ship AI systems — in construction, real estate, finance, and anywhere messy data meets a real problem.

Active

Building AI truth checker for media — the Farkas Veracity Index™, a real-time veracity scoring engine for news and published content.

Advising

AI product strategy at Transient AI — AI for Capital Markets.

Client

Transformation program at LPL Financial — $20M Cost Basis cloud migration onto AWS.

Teaching

Teaching Assistant at Harvard — MGMT 5406: Entrepreneurship in the Age of AI.

Reading

Tolstoy (audiobook). Learning Spanish. Thinking about Greece for a decade from now.

2021 – present
Independent

Principal Consultant, AI & Transformation

I take complex, messy enterprise problems and build AI systems to solve them — end to end. I write code. I talk to boards. I do both in the same week.

Farkas Veracity Index™ (2025–present): Architecting and building an AI-powered real-time veracity scoring engine for news and published media. Browser extension delivering factual accuracy, source reliability, and manipulation detection scores inline as users read.

Transient AI — Advisor, AI Product Strategy (2025–present): Shaping AI product direction for a capital markets intelligence platform. Advising on architecture, go-to-market, and enterprise AI use cases in financial services.

VP Engineering, ParshipMeetGroup (2024–2025): Led global engineering for mobile social apps, 100+ FTEs. Delivered new consolidated backend and data center decommission.

LPL Financial (2023–present): Spearheaded $20M data modernization. Cost Basis cloud migration to AWS, firmwide transformation alignment.

CTO, Dash Radio (2021–2023): Defined and shipped digital strategy across Web3 and immersive products for Lincoln Center and major global brands.

GCP / Vertex AI Gemini Browser Extension FastAPI React Native RAG Cloud Run Firebase
2009 – 2021
Credit Suisse

Managing Director — Data & Transformation

12 years. Grew from Director to Managing Director running a 750-person global Chief Data Office for Risk and Compliance. Before that, directed $200M+ regulatory portfolio across FRTB, LIBOR, MiFID2, GDPR.

Built product recommendation engine using early AI/ML models. Achieved 55% team reduction through automation without degrading delivery. Delivered 1,000+ regulatory reports to global regulators annually.

Data Governance Regulatory Tech ML Program Delivery $200M+ Portfolio
2005 – 2008
Bain & Co.

Management Consultant

Strategy and transformation for Fortune 100 clients. Growth optimization, IT target operating models, M&A synergy analysis for leading PE firms.

1999 – 2004
Barclays / MS

Software Developer & Technical Manager

Built trading systems and SOA in front-office environments at Barclays Capital and Morgan Stanley. Wrote production Java. Managed developers. The roots.

Java Trading Systems SOA
AI / ML

Vertex AI
Gemini
RAG / embeddings

Truth / Media

Veracity scoring
NLP / fact-check
Browser extensions

Backend

FastAPI
Python
TypeScript

Cloud

GCP
Cloud Run
AWS Lambda

Data

Cloud SQL
DynamoDB
BigQuery

Mobile

React Native
Firebase
Expo

Auth / KYC

Cognito
Sumsub
AIPrise

Formerly

Java (deep)
SOA
Front-office systems

Management

$200M+ portfolios
750-person orgs
CxO comms

I started coding Java in the late 90s at Morgan Stanley. Spent four years building trading systems before moving into strategy and management — Bain, then Credit Suisse for 12 years, ending as MD.

In 2021 I stepped off the corporate ladder and went back to building. Not because it was easy — because I missed it. The thing I've learned: the best consultants can both design the system and ship the code.

I work with companies that have real, messy data and real, unsolved problems. I'm particularly interested in construction, real estate, financial services, and any industry where AI is still untapped.

MIT Sloan MBA. UPenn undergrad. Based in Hoboken, NJ.

Education MIT Sloan MBA, 2006
University of Pennsylvania, BA
Industries Construction · Real Estate
Financial Services · Media · Tech
Languages Python · TypeScript · Java
Spanish (learning)
Based in Hoboken, NJ
Available for Consulting engagements
Advisory roles · Fractional CTO

Got a problem worth solving?
Let's talk.

javagirl@gmail.com LinkedIn ↗