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Freelance backend pilot: extend an existing FastAPI hybrid-retrieval baseline so both semantic (vector) and lexical query paths enforce approved authorisation and record-label constraints, delivering via milestones M0–M4 with tests, evidence, and handover in an isolated sandbox. Core stack: Python, FastAPI, hybrid retrieval.
A freelance senior Python/AI backend engineer extends a hybrid retrieval baseline for the 'New Pulse' project: validating inputs, enforcing access controls, and passing only permitted extracts to an offline model substitute in an isolated sandbox. Work is non-production, milestone-driven, with defined review gates.
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