Projects

PROBLEM

Event-driven workflows are difficult to operate when engineers cannot quickly see where asynchronous messages, retries, or data-flow failures are happening.

SOLUTION

Added instrumentation and Datadog dashboards around critical event/data flows so service behaviour and failure modes were visible during debugging and operational review.

OUTCOME

Made asynchronous workflow issues easier to investigate and provided clearer signals that could support operational alerting without exposing confidential platform details.

PROBLEM

A daily market-data sync from external providers was running sequentially, which delayed freshness for internal reporting workflows and public-facing website data.

SOLUTION

Reworked the sync around concurrent goroutines and service integration patterns while keeping the provider details generic and implementation reviewable.

OUTCOME

Reduced the daily sync runtime from 20+ minutes to under 3 minutes, improving data freshness for investment analysts and website users.

PROBLEM

Repeated platform work becomes fragile when teams rely on manual setup, local scripts, and one-off cloud configuration that is hard to review or reproduce.

SOLUTION

Used Terraform, Go, and shell automation to standardise common infrastructure workflows and keep cloud changes reviewable through source-controlled definitions.

OUTCOME

Improved repeatability for infrastructure changes and reduced the amount of context needed to understand, review, and operate common platform tasks.