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postgresql python prompt engineering fastapi mlops
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๐Ÿ“‹ Description

  • LLM systems and prompt architecture: design prompts, outputs, and orchestration.
  • Evaluation frameworks: build scalable AI-quality eval infra with tools.
  • Model experimentation: run structured experiments for quality, cost, latency.
  • AI observability and tooling: dashboards, debugging workflows.
  • Matching and ML systems: improve match quality with lightweight models.
  • Model serving and production inference: deploy, versioning, cost/latency optimization.

๐ŸŽฏ Requirements

  • 5+ years of engineering experience building LLM-powered products.
  • Strong prompt engineering and evaluation instincts.
  • Experience building evaluation pipelines for LLM systems.
  • Familiarity with vector databases and retrieval-augmented architectures.
  • Experience with fine-tuning techniques such as SFT, DPO, RLHF.
  • Experience with Python, SQLAlchemy, FastAPI, PostgreSQL.

๐ŸŽ Benefits

  • Stock options with upside potential.
  • Health and dental insurance.
  • In-person work in NYC office.
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