Fill this in with your own words. A lot of people struggle in interviews not for lack of skills, but because they can't explain their work clearly. Bullet points are fine.
- Situation: Application logs grew daily and manually scanning them for errors was slow and error-prone.
- Task: Automate log analysis with Python so issues surface quickly.
- Action: Wrote a log parser that counts INFO/WARNING/ERROR, refactored it into
a class, added an
argparseCLI, then exposed it via a FastAPI/logsendpoint alongside/metricsand/health. Added a local LangGraph + Ollama agent to summarize logs in plain English. - Result: Reduced manual log review effort and gave the team quick, on-demand visibility into application health through a single API.