Case Studies

Delivery patterns, real outcomes.

A sample of the work I lead and support: chatbot implementation, large-scale pipeline operations, agent platform delivery, generative media production, and AI enablement programs.

01 · Selected engagements

How initiatives were framed, built, and operationalized.

/ CASE 01 · RETAIL AI

Retail Chatbot Program

Supported rollout of retail chatbot capabilities at PUMA Group for practical, high-use interactions.

FOCUS AREAS

  • Intent routing and conversation architecture
  • Prompt and guardrail design for safe responses
  • Feedback loops and continuous quality improvement
Retail AIGuardrailsQuality loops
/ CASE 02 · PIPELINES

Batch Processing Pipeline

Designed and hardened batch/async workflows for reliable AI-powered processing at scale.

FOCUS AREAS

  • Asynchronous orchestration and failure handling
  • Monitoring, observability, and runbook coverage
  • Cost and throughput optimization over time
Batch AIMonitoringCost controls
/ CASE 03 · ENABLEMENT

AI Enablement Program

Trained and enabled engineering and business teams on modern AI tooling — driving real adoption and hands-on delivery capability.

FOCUS AREAS

  • Claude Code onboarding and workflow integration
  • Google ADK, Gemini, Claude, and OpenAI adoption
  • AI Builder, Google AI Studio & Vertex AI Studio
Claude CodeGoogle ADKAI Builder
/ CASE 04 · GENERATIVE MEDIA

Creative Production with GenAI

Produced marketing-ready creative with image and video generation models — for PUMA campaigns and independent ventures.

FOCUS AREAS

  • Brand-consistent image generation workflows
  • Short clips, advertisements & promotional video
  • Brochures, pamphlets & campaign websites
Image genVideo clipsAd creative
/ APPROACH

How I usually engage

  • Initial architecture and problem framing
  • Implementation path and decision checkpoints
  • Operational readiness and team enablement
/ STACK

Common stack coverage

  • GCP + Gemini + Agent platform workflows
  • Microsoft Foundry, Copilot Studio & AI Builder
  • AWS integration and multi-cloud delivery patterns

Want to see what this looks like for your team?

I can help evaluate your current implementation and define the highest-leverage next step.