AI engineering and consulting for insurance underwriting, pricing, and claims — packaged projects, retainers, or on-demand builds. No pitch decks. Response within 48 hours.
Remote-first, available globally, and grounded in The Underwriter's Decision Stack.
Hourly or monthly retainer
Strategic advisory on underwriting operations, AI transformation, pricing governance, reinsurance analytics, CAT modelling, and portfolio management. Grounded in 18 years of underwriting and actuarial authority and The Underwriter's Decision Stack.
| Model | Rate | Minimum |
|---|---|---|
| Hourly | $100 – $200 / hr | 5 hours |
| Retainer | $3,000 – $8,000 / mo | 3 months |
| Schedule | 1 week turnaround (Hourly) / next month start (Retainer) | |
Packaged, retained, or on-demand
Bespoke AI systems built for your specific underwriting operation. The Underwriter's Decision Stack as the design framework. Python and Claude. Human-in-the-loop at every checkpoint. GitHub repository and documentation included.
| Engagement | Rate | Timeline |
|---|---|---|
| Fixed-Fee Project | $5,000 – $25,000 | 4 – 8 weeks |
| Paid Pilot | $2,000 – $5,000 | 2 – 3 weeks |
| Hourly Build | $100 – $200 / hr | Min 10 hours |
I read every message personally.
LinkedIn: linkedin.com/in/devvaibhav · GitHub: github.com/devvaibhav
18 years commercial P&C underwriting and actuarial authority across four major international insurance organisations
All systems built in public — architecture, code, and decisions documented on GitHub
Human-in-the-loop at every consequential decision — built into the architecture, not bolted on