Sub-prime lending models
Credit-risk and default models that balance lift, explainability and regulatory expectations.
Founder · Senior data scientist · AI mentor
Turning machine learning into decisions that ship.
I help founders and leaders decide where AI create value, what to build first, and how to avoid costly pilots. I have taken ML for banking and healthcare from notebook to monitored production.
Where I have worked
- Banking
- Automotive
- Healthcare
- EdTech
- Social media
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Consultations
AI, automation, system design & strategy advisory
For founders and business leaders: where GenAI and agentic workflows create value, what to build first, and how to avoid costly pilots.
$120per session
60 min
60 min
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Selected work
Applied ML where the stakes are real.
Domains and problem types only. Client and employer names stay private.
Auto lending analytics
ML across the auto-loan & auto-insurance lifecycle, from underwriting signals to loss forecasting to dashboard and monitoring.
Production ML
Low-latency model services with CI/CD, versioned releases and API integrations.
Agentic workflows
Tool-using agents for real business processes, with guardrails, evaluation and human checkpoints for compliance and policy applications, customer service automation, etc.
On-device model hosting
Private, low-latency inference where a cloud round-trip is not an option.
Contact tracing
Modeling and analytics for faster public-health response. It now underpins my venture.
Currently building · in stealth
Talk about partnering
Building the next generation of contact tracing.
An early-stage company developing a contact-tracing application with the institutions that will use it. Details at launch.