I evaluated repository-level coding tasks in Dockerized Linux environments, reproducing failures and reviewing tests, code changes, and acceptance criteria to assess task solvability and evaluation fairness.
At Samsung Research Institute - Noida, I developed an Android/Java tool for invoking and validating OEM command APIs, reducing repetitive manual testing by 20+ hours per week. At Shoutrank, I engineered 20+ REST APIs and WebSocket-based communication for a job platform supporting 100+ concurrent users.

