Manjunath

AI Engineer — Production LLM Systems · Multi-Agent Workflows · Azure

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I build production-grade AI systems — not demos. Every project ships with authenticated APIs, observable infrastructure, Azure Bicep IaC, CI/CD pipelines, and documentation designed for client handoff.

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Portfolio

Project	What it solves	Stack
LLM Observatory	Real-time monitoring for hallucination risk, latency, token cost, and eval drift across LLM-powered features	FastAPI · Prometheus · App Insights · Azure OpenAI
Enterprise RAG	Citation-backed document Q&A with role-based access control enforced at the retrieval layer	FastAPI · Azure AI Search · Entra ID · PostgreSQL
Document Intelligence Workbench	Structured extraction from invoices and contracts — confidence scoring, rule validation, human review queue	FastAPI · Azure Document Intelligence · Blob Storage
ProcureAI	Five specialist agents validate purchase requests against policy, budget, vendor risk, and approval authority	FastAPI · LangChain · MCP · A2A · PostgreSQL
Multi-Agent Orchestration	Enterprise workflow automation with persistent human-in-the-loop approvals and tamper-evident audit trails	LangGraph · FastAPI · SQLAlchemy · Anthropic · OpenAI

→ View full portfolio with screenshots and briefs

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What I build

LLM Observability          ████████████████████  monitoring · eval · alerting · cost tracking
Enterprise RAG             ████████████████████  retrieval · access control · citations · eval
Document Intelligence      ████████████████████  extraction · validation · review · audit trail
Multi-Agent Systems        ████████████████████  LangGraph · MCP · A2A · human-in-the-loop
Azure Infrastructure       ████████████████████  Container Apps · Key Vault · AI Search · Bicep

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Technical standards

Every project I deliver meets this baseline — not as a checklist, but as a starting point:

• Auth — JWT, API keys, OIDC, Azure Entra ID
• Observability — Prometheus metrics, Application Insights, structured JSON logs, Langfuse LLMOps tracing
• Infrastructure — Azure Bicep IaC, Container Apps, Key Vault, Managed Identity, no hardcoded secrets
• CI/CD — GitHub Actions: lint → test → build → deploy-staging → deploy-prod with manual gate
• Data — PostgreSQL with Alembic migrations, role-based access, audit logging
• Testing — pytest, integration tests, golden eval datasets per project

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Engagement

Available for fixed-scope delivery, custom implementation, and Azure deployment engagements.

Source code available under NDA. Live demo using your sample data available on request.

→ View portfolio

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Azure AI Engineer · LLMOps · MLOps · RAG · Multi-Agent Systems · Document Intelligence · FastAPI · LangGraph · Python