Senior Software Engineer (Kenyatta University) — evaluation/rubric-based code & system review practices
Performed system and code evaluation work by reviewing technical solutions for reliability, correctness, security, testing adequacy, and performance characteristics. Produced structured, implementation-oriented feedback including what was wrong, why it mattered, how to fix issues, and how to test improvements using automated quality gates. Strengthened consistent evaluation practices by introducing checklists and documentation artifacts (e.g., ADR-style decisions and runbooks) suitable for AI research evaluation workflows assessing generated technical content. • Led code review standards and introduced review checklists to reduce recurring defects and improve onboarding • Implemented CI/CD quality gates (linting, type checks, unit/integration tests) to support consistent evaluation • Improved observability (structured logging and dashboards) to enable faster incident triage and clearer ownership • Authored technical documentation (ADR decisions, runbooks, debug guides) to standardize evaluation and troubleshooting