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Applied AI/ML | Automation | Intelligent Systems

Banyar Htet Naung

Focused on |

I build systems that turn data into decisions across models, APIs, dashboards, and deployment.

AI / ML
  • Prediction & classification models
  • End-to-end ML pipelines
  • Built for real-world use
Automation
  • Agent-driven workflows
  • Tool-integrated systems
  • Real-time decision flows
Analytics
  • Dashboards & insight systems
  • Operational analytics
  • Decision support layers
Computer Vision
  • Detection & tracking pipelines
  • Visual behavior analysis
  • Camera-based intelligent systems
View ProjectsAbout Me
INPUTHIDDENOUTPUT
inference stream
bro what is it doing
this was a mistake
don’t trust this model
it seemed like a good idea
Agentic Systems
AGENTIC DECISION INTELLIGENCE SYSTEMSIGNAL LAYERDECISION LAYEROUTPUT LOOPDecision IntelligenceSTATE - DECISION - ACTIONVISION INPUTML MODELSDATA PROCESSINGCONTEXT & DATAEDGE / IOTAPI / EVENTSTOOL LAYERAGENT REASONINGINSIGHTSACTIONSMEMORYKNOWLEDGE BASEPLANNINGFEEDBACK LOOP
Featured Work
RIOS

RIOS

AI-driven retail intelligence system that converts in-store behavior into decision signals.

Transforms shelf interactions into actionable insights for pricing, placement, and inventory.

View case study
Customer Upgrade Prediction

Customer Upgrade Prediction

Predictive system that classifies upgrade intent and links results to CRM actions.

Turns predictions into segmentation and actionable customer strategies.

View case study
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