cd ../projects
Senior Software Engineer · 2021

Security Engagement Platform

Engagement platform featuring model-driven suggestions, GraphQL performance upgrades, and resilient cloud deployments.

ReactDjangoGraphQLAWSDialogflow
impact.log

Raised satisfaction scores to 4.2/5

Reduced average query time by ~2 seconds

Cut monthly downtime by over 30%

Increased monthly active users by 15%

Reduced downtime from ~3 hours to just over 2 hours per month

metrics

+25% user interaction+15% MAU-1 hr downtime
overview

What we built

A security platform that boosts engagement through intelligent suggestions, responsive workflows, and performance-focused APIs. The system balances real-time interactivity with reliable backend performance and uptime.

# challenge

The platform needed faster data delivery, higher engagement, and more reliable cloud operations. API bottlenecks and UI friction were impacting adoption.

# solution

Implemented model-driven suggestion bots, optimized APIs with GraphQL, and hardened deployments with Docker and AWS. UI improvements streamlined critical user journeys and reduced drop-off.

responsibilities[]
  • Designed model-driven suggestion workflows and engagement flows
  • Refactored data access with GraphQL for faster retrieval
  • Improved frontend UX and responsiveness for key journeys
  • Managed cloud deployments, monitoring, and uptime improvements
  • Partnered with product to prioritize high-impact features
  • Integrated Dialogflow for conversational support experiences
  • Defined GraphQL schemas and resolvers for efficient data access
stack.json
React.jsDjangoGraphQLReduxRedux SagaAWSDockerDialogflowClass Transformers

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