Senior AI/ML Engineer - Agentic Systems
keka
Job Description
Build the governance engine — reasoning against business rules, compliance validation with green/red-line thresholds, and action execution - Design multi-agent orchestration across the 6-n stage pipeline with structured reasoning chains and tool-use patterns - Implement multi-format document extraction (PDF, TIFF, JPG, structured data) using OCR, layout analysis, and table extraction models - Build the decision graph / context graph that accumulates institutional knowledge from human-in-the-loop interventions - Develop the Evals Engine for A/B testing across LLM providers (GPT-4, Claude, Llama, Mistral) with regression testing - Implement responsible AI guardrails — bias detection, confidence calibration, explainability layers - Optimize inference cost and latency through quantization, caching, and intelligent model routing