AI architecture for healthcare, finance, and real estate
I partner with organisations to build data solutions that deliver measurable business outcomes.
I help healthcare, finance, and real estate companies turn their data into competitive advantages.
With 20+ years building data platforms at JPMorgan, MSCI, and BNP Paribas, I now work with organisations that need AI solutions that actually work — not just proofs of concept.
The difference? I build systems that handle real regulatory requirements (HIPAA, GDPR, SOC 2) while delivering measurable ROI.
I don't just consult — I build and ship. Here are 7 production-ready applications you can use today:
What it does: Smart analytics for Aussie real estate — market trends, rental yields, investment scores
Try it: proproo.sensibleanalytics.co (no signup required)
Perfect for: Property investors tired of spreadsheets, agents wanting instant suburb reports
Tech: React · Python · FastAPI
What it does: Rosters, GPS time tracking, and team management for shift-based businesses. Free for up to 5 employees.
Try it: crewcircle.co (start free immediately)
Perfect for: Cafes, clinics, retail stores — any Aussie business with casual staff
Tech: Next.js · React Native · Supabase
What it does: 20-point momentum scoring system with live Yahoo Finance data. Based on the Qullamaggie methodology.
Try it: qullamaggie.sensibleanalytics.co
Perfect for: Traders who want data-driven entry/exit signals, not gut feelings
Tech: React · TypeScript · Python
What it does: Portfolio tracking with automatic Australian bank statement import. See all your investments in one place.
Try it: Clone and run locally — it's open source!
Perfect for: Aussies who want to track shares, property, and cash across multiple banks
Tech: TypeScript · React
What it does: Open source property management — tenants, payments, maintenance, leases. Free forever.
Try it: Fork it, customise it, self-host it
Perfect for: Landlords managing multiple properties who want control without expensive software
Tech: JavaScript · React · Node.js
What it does: Mobile app that extracts contact details from business cards using your camera and OCR
Try it: Download the app (iOS & Android)
Perfect for: Anyone who collects business cards at conferences and never types them in
Tech: React Native · Expo · Google ML Kit
What it does: Upload educational videos, get transcripts, visual summaries, and smart navigation with Split-Helix UI
Try it: Clone and run with your own videos
Perfect for: Students, researchers, or anyone learning from video content
Tech: Python · AI/ML · Computer Vision
- Predictive analytics — Patient risk scoring, fraud detection, demand forecasting
- Natural language interfaces — Chatbots that actually understand your domain
- ML pipelines — Automated model training, deployment, and monitoring
- Explainable AI — Regulatory-compliant AI with full audit trails
- Legacy system migrations — EHR/EMR, banking cores, claims systems
- Data warehouse builds — Snowflake, Redshift, BigQuery implementations
- API architectures — FHIR/HL7 for healthcare, Open Banking standards
- Real-time systems — Streaming analytics, event-driven architectures
- Technology strategy — Roadmap development, vendor selection, architecture reviews
- Compliance — HIPAA, GDPR, SOC 2, APRA (Australian) readiness
- Team building — Hiring, process setup, engineering culture
- Technical due diligence — For investors acquiring healthcare/fintech companies
Real Experience, Not Just Theory:
- Led $30M analytics platform modernization at JPMorgan (400+ funds, zero downtime)
- Transformed healthcare consultancy into global SaaS (83% subscription revenue, 76% cost reduction)
- 20+ years in data platforms (not 2 years of tutorial projects)
Regulatory Expertise:
- Built systems that pass HIPAA, GDPR, SOC 2 audits
- Understand healthcare (FHIR, HL7) and finance (PCI-DSS, banking regulations)
- Security-first architecture from day one
I Actually Ship:
- These 7 open source projects? All production-ready, not demos
- Contributor to Apache Ignite (used by Fortune 500s)
- 500+ open source contributions — I believe in building in public
Client: Healthcare Consultancy → Global SaaS Provider
- 83% subscription revenue (up from 56%)
- 3x client capacity increase
- 76% infrastructure cost reduction
- Zero compliance issues during migration
Client: Major Investment Bank
- Led $30M investor analytics platform serving 400+ global funds
- 7 new ESG clients onboarded post-modernization
- 0% downtime during migration
- Passed all regulatory audits
Prabhat Ranjan — Founding Engineer & Fractional CTO
📍 Sydney, Australia (working globally)
Background:
- IIT-BHU alumnus (Computer Science)
- 20+ years building data platforms
- Ex-JPMorgan, MSCI, BNP Paribas, Canvas
- Apache Ignite contributor
Certifications:
- Anthropic — Agent Skills, MCP Advanced
- Hugging Face — AI Agents Fundamentals
- Coursera — Data Science Specialization
All repositories include automated security scanning. If you're contributing, please:
- Review our Security Policy
- Never commit API keys or credentials
- Use
.env.exampleas a template
All projects are MIT licensed — use them, fork them, customise them for your needs. Just give credit where it's due.
Have a project in mind?
📧 Email Me · 🌐 Visit Website · 💼 Connect on LinkedIn
Based in Sydney. Working globally. Building for regulated industries.
