Engineering reliable AI systems from retrieval to autonomous decision-making.
Eklakh AI Engineering is an engineering portfolio focused on building practical, production-oriented AI systems across Retrieval-Augmented Generation (RAG), agentic AI, intelligent automation, and applied machine learning.
A production-oriented retrieval system designed for reliable knowledge-grounded generation.
Focus: Dense Retrieval · BM25 · Hybrid Search · Reranking · Evidence Grounding · Citation Mapping · Faithfulness Verification
An evidence-grounded AI system for deterministic invoice exception detection and resolution.
Focus: Evidence Retrieval · Hybrid Search · Reranking · Agentic Decision Pipelines · Persistence
An autonomous job intelligence system designed to discover, normalize, deduplicate, evaluate, and process job opportunities.
Focus: AI Agents · Job Intelligence · Automation · Structured Data Pipelines
An AI-assisted claims automation system covering validation, payout estimation, and workflow processing.
Focus: Applied AI · Decision Automation · Claims Processing
An AI-powered system for matching job opportunities with candidate profiles and generating personalized recommendations.
Focus: Recommendation Systems · Machine Learning · AI Applications
Retrieval-Augmented Generation
↓
Information Retrieval
↓
Reranking & Evidence Selection
↓
LLM / Agentic Reasoning
↓
Decision & Workflow Automation
↓
Evaluation & Observability