About MVP Ventures
We build and ship AI-powered software products for Australian healthcare, aged care, NDIS, and enterprise businesses. Our systems are live in production — AI agents, LLM pipelines, voice automation, and sovereign private AI. We are a lean, quick-moving team that ships real things to real customers.

The Role in One Line
You will design and build AI-powered solutions across multiple industries — translating real business problems into working agentic systems, automations, and intelligent products.

What You'll Actually Work On
Most of your time is Python — async services, queue workers, API integrations, and careful debugging. You'll build LLM pipelines that produce structured, validated output, RAG retrieval systems, and agentic workflows. You'll also build and integrate Next.js frontend interfaces that bring those AI systems to life for end users — streaming responses, real-time agent state, and AI-powered product experiences. Each engagement spans healthcare, aged care, education, or enterprise — each with its own compliance requirements, data constraints,



and user needs. You adapt. You ship.

Responsibilities
Design and build AI agent workflows and automation systems for client businesses across multiple industries
Build and integrate Next.js frontend interfaces for AI products — streaming LLM responses, real-time agent state, and interactive AI-powered experiences
Prepare and curate domain-specific datasets across healthcare, education, enterprise, and other verticals
Explore instruction tuning, domain adaptation, and prompt optimisation techniques
Build and test RAG pipelines with vector databases (FAISS, Pinecone, pgvector, Weaviate) — integrate vetted knowledge sources and evaluate grounding quality and faithfulness
Develop async Python services, FastAPI endpoints, queue workers, and AWS integrations (S3, SQS, Bedrock, Lambda)
Implement prompt engineering, hallucination mitigation, LLM output validation, and safety evaluation layers
Work wit

📌 Associate AI Engineer (India)
🏢 Mvp1 Ventures
📍 India