Act as a primary technical counterpart and architecture partner - designing, coding, and deploying a suite of custom, intelligent AI tools, and critically reviewing design decisions.
Enhance our system's ability to manage context windows, optimize token usage, and reduce attention noise when connecting LLMs to large codebase repositories.
Design and extend graph based code and document representations (e.g. property graphs, AST derived structures) and hybrid retrieval pipelines (dense + sparse + reranking/fusion) over vector databases.
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Scope Definition & Task Breakdown: Work within contracted project scope and further divide it into detailed tasks and milestones to ensure clear deliverables and realistic timelines.
Project Planning & Execution: Create comprehensive project plans with defined tasks, timelines, and dependencies; coordinate execution and ensure adherence to project schedules.
Team Leadership & Coordination: Lead and manage project teams consisting of data engineers, data scientists, analysts, and other technical personnel; facilitate collaboration across cross-functional teams and ensure clear communication of tasks and expectations.
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