Worked on the apache/mahout repository to update documentation reflecting new backend support for Cirq, Qiskit, and Braket in the Basic Gates section. Focused on improving onboarding and enabling multi-backend experimentation, the work included revising the Q3 roadmap to outline integration tasks for these quantum computing backends. Employed Markdown for clear, maintainable documentation and demonstrated project management skills through roadmap planning and coordination of integration efforts. No major bugs were reported or fixed during this period. The updates aligned with business goals by clarifying backend capabilities and accelerating future development, supporting both technical teams and new contributors to the project.