Built an end-to-end conversational AI tutor for diaspora children
learning heritage languages. The project is currently under NDA ahead
of the client's public launch — architecture and technical approach
below; a live demo will be linked here once the client launches.
Highlights: conversational AI, realtime avatar, voice, GPU inference,
model orchestration, realtime interaction, and production engineering
— an end-to-end pipeline from spoken input to a rendered, animated
avatar response with production-grade latency.
Healthcare / EHR · Case Study
The AI Layer Above the EHR
An analysis of how AI front-office products are integrating with
fragmented ambulatory EHR ecosystems — and the partner economics
emerging around that integration layer.
A decade of production engineering in regulated financial services,
carried into AI systems: regulated data, financial systems, AI
infrastructure, production reliability, audit/compliance, and
engineering leadership.
Klub — Revenue-Based Financing Platform
Scaled engineering from 2 to 70+ and led the platform from concept
to over $1B processed, $200M disbursed to 800+ brands. Built
real-time collections automation and under-24-hour credit approval
workflows. Led ISO 27001 certification and ADGM/FSRA regulatory
audit. Cut infra costs 50%.
InCred — Lending Stack
Founding engineering team. Built the lending stack now supporting
a $1.2B loan book, launched in under 4 months. Scaled engineering
from 2 to 55. Configurable product architecture, multi-bureau
credit integrations (CIBIL, Experian, CRIF, Equifax).
Lucio AI — AI Infrastructure Under Audit Constraints
Multi-agent orchestration, RAG pipeline on Turbopuffer, LLM
evaluation framework, and prompt versioning infrastructure — built
to the same audit-grade standard as the regulated financial
systems above.
