United NationsInternational OrganizationGlobal
United Nations: Annual Report Automation & Knowledge Platform
Turn fragmented institutional knowledge into governed, reviewable reports and reusable AI access.
Architecture
AI · data · decision systems
Selected work
Systems that turn complex data into decisions.
Production AI, data platforms, and analytical decision tools built for real operating constraints. Each case study starts with the business decision, then shows the system that made it possible.
Proof before promises
Case studies
Government of CanadaGovernmentNorth America
Government of Canada: Greenfield Data Platform
Match each workload to the right execution pattern, then operate it as one governed platform.
Workload decision map
One platform to operate
01Scheduled APIsLambda integrations
02Managed ETLAWS Glue transforms
03Distributed processingPySpark in managed containers
ORCHESTRATEStep FunctionsDependencies, retries, branches, failure handling
DELIVERGoverned data productsCurated datasets and Superset access
Oliver Wyman, for a Gulf telecom operatorTelecommunicationsMiddle East
Oliver Wyman: Network Investment & 5G Optimization
Prioritize network upgrades by economic value, not technical severity alone.
Investment decision model
Economic priority
Retention risk linked to network quality
Evaluate
Prioritize
Monitor
Selective action
ABCDHighLow
LowCustomer and commercial valueHigh
LyftTransportationNorth America
Lyft: Vision-Based Parking Compliance Automation
Replace repetitive visual review with production computer vision that stays controlled through real-world change.
Production decision flow
Reliability through change
INPUTRide-end photoReal-world image variation
MODELVision modelKeras CNN
CONTROLConfidence gateDecision plus policy
Automated decisionClear cases scale
Human fallbackUncertain cases stay controlled
LOOPMonitor and adaptDrift, retraining, validation
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30 minutes to talk through your context, the decision that matters, and the shortest credible path to a production outcome.