Katan Cheti | AI Systems Builder

MISSION BRIEF

I build production AI systems that connect machine learning, cloud architecture, workflow automation, and product delivery.

My work spans fraud detection, identity verification, data pipelines, API integrations, and applied machine learning systems that move from prototype to enterprise deployment across higher education. This site highlights the production systems I've designed, built, and helped deliver, the technical capabilities I am sharpening, and the personal projects I am building next.

PROJECTS & PLATFORMS

Explore the applied systems I am building, managing, and using to test what production AI can become.

Poker Trainer

Product

Learn optimal poker decision-making through interactive scenario analysis, range exploration, and real-time feedback inspired by modern GTO concepts.

Current Phase

Core logic, simulator shell, and interaction model.

Technologies

HTML • CSS • JavaScript • Decision logic

System Components

Solver concepts • Range engine • Replay analysis

PROGRESS

Start Poker Trainer

Orion

Platform

AI fraud command center for admissions, enrollment, financial aid, and payments workflows.

Role

Enterprise AI platform where I lead product delivery, implementation strategy, and customer deployment.

Capabilities

AI risk scoring • Case management • Fraud monitoring • Identity checks

Domain

Enterprise AI systems for higher education institutions.

View Orion

SYSTEMS STACK

AI Systems

Machine Learning Decision Systems Fraud Detection Identity Verification

Cloud

AWS APIs Data Pipelines Workflow Automation

Engineering

Python SQL JavaScript HTML/CSS

Product

AI Product Strategy Enterprise Delivery Technical Architecture

CERTIFICATIONS

AWS Machine Learning Specialty Credly Verification Tableau Credly Verification Andrew Ng's Machine Learning Coursera Verification Microsoft Excel Expert Credly Verification