
Worked on the una-auxme/paf repository to deliver comprehensive decision-making documentation for autonomous driving systems. The work detailed current implementations using Decision Trees and Finite State Machines, and proposed a hybrid planning approach incorporating Monte Carlo Tree Search. By focusing on technical writing and research, the documentation clarified system design reasoning and outlined future directions, supporting clearer technical alignment across teams. Markdown was used to ensure consistent formatting, and documentation quality was further improved by correcting formatting issues and typos, including resolving linting problems from HTML syntax. These contributions enhanced onboarding and provided a stronger foundation for ongoing development efforts.
Month: 2024-11 — For una-auxme/paf, delivered key documentation and improved doc quality. Key feature delivered: Decision-Making Documentation and Rationale detailing current implementations (Decision Trees, FSMs) and a proposed hybrid planning + Monte Carlo Tree Search approach (commit d4812730d19e7938b328a25dbd5a7182f0f377da). Major bugs fixed: Documentation formatting and typo corrections (commits a32d6c62c642ec29b4ab7280b28ba4247330732d, 4a1ba66b6535ac9377aa726b7f968593634d9645), addressing linting issues from HTML usage. Overall impact: clearer technical direction, improved onboarding, and stronger cross-team alignment for autonomous driving decision-making. Technologies/skills demonstrated: technical writing, Markdown formatting, system design reasoning for decision-making architectures (Decision Trees, FSMs, Monte Carlo Tree Search), and quality-focused documentation practices.
Month: 2024-11 — For una-auxme/paf, delivered key documentation and improved doc quality. Key feature delivered: Decision-Making Documentation and Rationale detailing current implementations (Decision Trees, FSMs) and a proposed hybrid planning + Monte Carlo Tree Search approach (commit d4812730d19e7938b328a25dbd5a7182f0f377da). Major bugs fixed: Documentation formatting and typo corrections (commits a32d6c62c642ec29b4ab7280b28ba4247330732d, 4a1ba66b6535ac9377aa726b7f968593634d9645), addressing linting issues from HTML usage. Overall impact: clearer technical direction, improved onboarding, and stronger cross-team alignment for autonomous driving decision-making. Technologies/skills demonstrated: technical writing, Markdown formatting, system design reasoning for decision-making architectures (Decision Trees, FSMs, Monte Carlo Tree Search), and quality-focused documentation practices.

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