Omar Motala

Policy intelligence / AI systems

AI products, policy intelligence, and agentic infrastructure.

Builder of public intelligence dashboards, AI products, legal analytics, and agentic infrastructure.

View workLinkedIn
Climate Hostility dashboard map and filters

Featured system

ESG/Climate State Legislative Hostility

A public dashboard turning state climate and ESG legislation into navigable intelligence.

1,524annual bill attempts surfaced

Selected work

Three shipped systems, one operating pattern.

01 / ESG/ClimatePublic policy intelligenceA public dashboard turning state climate and ESG legislation into navigable intelligence.Dashboard02 / TellyNative AI productA native iOS AI streaming companion that turns watch history into a personal taste profile.iOS + AI03 / LITANAgentic infrastructureAn autonomous legal analytics coordination harness for multi-agent research and development workflows.Infrastructure

Public policy intelligence

ESG/Climate State Legislative Hostility

Climate Hostility makes a dense state legislative landscape legible through a national map, policy filters, status cuts, trend lines, mechanism charts, topic flows, representative bills, and export controls.

  • National map with state-level climate and ESG positioning.
  • Anti/Pro ESG filters across Corporate/Fiduciary ESG, Climate, and Broad universes.
  • Binding, symbolic, pending, and dead status filters.
  • Annual trends, mechanism charts, topic flows, representative bills, and exports.
DashboardPolicyPublic data
Open ESG/Climate
ESG/Climate State Legislative Hostility dashboard with map and trend charts
ESG/Climate State Legislative Hostility detail screen 1
ESG/Climate State Legislative Hostility detail screen 2

Native AI product

Telly

Telly is built around the premise that recommendations should know what you actually watch. The product combines a SwiftUI iOS experience, Ask Telly/Concierge search and recommendation flows, taste scoring, and a serverless AWS backend.

  • SwiftUI iOS app with TestFlight beta.
  • Watch history, taste profile, personalized recommendations, Ask Telly, Concierge, and search/recommender work.
  • AWS Lambda, DynamoDB, Cognito, API Gateway, EventBridge, and backend API layer.
  • Recommendation and taste-scoring infrastructure.
iOS + AIRecommendationsAWS
Open TellyDemo video
Telly app screen 1
Telly app screen 2
Telly app screen 3
Telly app screen 4

Agentic infrastructure

LITAN Harness

The LITAN harness coordinates claims, handoffs, roadmap projection, job telemetry, local execution lanes, and audit loops so legal and policy analytics workflows can run with durable state instead of private memory.

  • Coordination spine for multi-agent legal analytics workflows.
  • Claims, handoffs, roadmap projection, job telemetry, and audit loops.
  • Local CPU/API/GPU execution lanes and tracked job progress.
  • Designed for legal/policy research and autonomous development workflows.
InfrastructureAgentsLegal analytics
LITAN wordmarkLITAN coordination harness architecture diagram

What I build

Systems that connect taste, data, law, and infrastructure.

AI product systems

Native app surfaces, recommendation loops, taste models, and interfaces that make model behavior usable.

Public intelligence dashboards

Policy and legislative data shaped into maps, filters, trends, evidence, and exportable public infrastructure.

Legal and policy analytics

Research workflows grounded in legal reasoning, policy taxonomy, citations, and decision-useful evidence.

Agent coordination infrastructure

Claims, handoffs, job telemetry, local execution lanes, audit loops, and durable shared state for autonomous work.

About

Builder first. Legal and policy training where it makes the systems sharper.

Omar builds real software across AI product, public data, legal analytics, and agentic infrastructure. Yale and Harvard Law sit behind the work, but the through-line is shipping systems that make complicated domains easier to reason about and act on.

LinkedInESG/ClimateTelly