• Evaluate cloud providers for migration

  Compare AWS, GCP, and Azure for fintech backend migration with focus on scalability, compliance, and developer tooling.

• Research frameworks for real-time apps

  Compare real-time frameworks like SignalR, Socket.io, and WebRTC for low-latency collaboration tools.

• Benchmark observability tools

  Compare observability platforms for full-stack monitoring including Datadog, New Relic, Prometheus, and OpenTelemetry.

• Analyze AI/ML trends in logistics

  Research AI/ML adoption patterns in logistics systems for predictive routing implementation.

• Investigate compliance best practices

  Research GDPR/CCPA compliance practices for applications storing sensitive user data in EU and US.

• Review system design doc

  Review technical design documents for clarity, architectural soundness, and completeness.

• Document internal API behavior

  Create clear documentation for internal APIs with code, schema, and usage examples.

• Identify trends in product usage logs

  Analyze product usage logs to identify trends over time and across user segments with visualizations.

• Visualize system error rates over time

  Create time-series charts of error rates with callouts for spikes and interpretations.

• Analyze performance test results

  Compare performance test results between versions with charts and improvement summaries.

• Prioritize bugs based on impact

  Rank bugs by severity, frequency, and affected users with frequency vs severity charts.

• Summarize feedback from user surveys

  Analyze user survey feedback with themes, sentiment scores, and rating distribution charts.

• Create a component diagram

  Generate architectural component diagrams showing services, data flows, and integrations.

• Visualize system architecture

  Create diagrams of microservices-based systems with labeled services and data flows.

• Explain CI/CD pipeline to stakeholders

  Create diagrams explaining CI/CD processes for business stakeholder presentations.

• Model data flow in ML pipeline

  Create flowcharts showing data flow from raw collection through ML model training to inference.

• Diagram customer journey through app

  Create visual flowcharts of user journeys through mobile apps with steps, screens, and decision points.