Design, build, and maintain multi-stage document-extraction pipelines that combine deterministic rule-based logic with LLM-powered extraction, orchestrated as durable, resumable workflows.
Integrate cloud document AI services and LLMs for classification and extraction.
Own prompt engineering and structured-output design, ensuring outputs are strongly typed (Pydantic), validated, and traceable.
Build evaluation frameworks, MLflow tracking, precision/recall/F1 measurement, model monitoring, drift detection, and production-grade AI document intelligence solutions.
Mandatory skills
Python + Production-Grade Software Engineering
LLM Application Engineering + Prompt Engineering
AI Document Extraction Pipelines
Evaluation Frameworks
Structured Outputs + Pydantic Validation
Azure AI Services (OpenAI, Document Intelligence, Azure ML)
MLflow
Enterprise Data Integration (Snowflake, Cosmos DB, SAP)
OpenTelemetry
Human-in-the-Loop AI Systems
📌 Data Scientist (Hyderabad)
🏢 SRS Infoway
📍 Hyderabad
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