Applied AI · Multi agent

AgentGraph SQL Agent

A multi agent LangGraph system that translates natural language questions into verified SQL, executes them against production databases, and returns validated results, with a full audit trail and retry logic.

What it does

Natural language to verified, executable SQL
Multi agent validation with retry and guardrails
Full audit trail and observability via Prometheus + Grafana

Built with

LangGraphLangChainPostgreSQLFastAPIPrometheusGrafana

All work

More work

Other projects we have shipped

Healthcare AI · Retrieval

MedGraph AI

A clinical knowledge retrieval engine built on FHIR R4, ICD-10, CPT, and RxNorm standards. Hybrid BM25 + Qdrant vector search with PubMedBERT embeddings surfaces accurate clinical context for care teams.

PubMedBERTQdrantLangChainFHIR R4FastAPIPostgreSQL

What it does

Hybrid keyword + semantic retrieval over clinical standards
Domain tuned PubMedBERT embeddings for medical accuracy
Auditable retrieval pipeline designed for care team review

Healthcare AI · LLM

AI Clinical Scribe

A real time consultation documentation system that turns physician and patient dialogue into structured clinical notes. HIPAA aware architecture using SciSpaCy NLP and OpenAI GPT-4 for medical terminology normalization.

SciSpaCyMedSpaCyOpenAI GPT-4RedisFastAPIDocker

What it does

Speech to structured note pipeline for live consultations
Medical terminology normalization with clinical NLP
HIPAA aware architecture with encrypted data handling

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