Service category

Artificial Intelligence

Production-grade AI systems — LLM apps, RAG pipelines, agentic workflows, and MLOps.

1 service availablePrepaid hours — no retainerConfirm before charge

Available services(1)

Prepaid · pay as you go

LuppiAI

Artificial Intelligence

Prepaid expert hours for building, fine-tuning, and deploying AI systems: LLM applications, retrieval-augmented generation, agentic architectures, MLOps pipelines, and responsible AI guardrails.

LLM application developmentRetrieval-augmented generation (RAG)Vector database configurationAgentic system design

★4.9· 120 engagements

Contact for pricing

What this covers

LLM application development— OpenAI GPT-4o, Anthropic Claude, Google Gemini integration
Retrieval-augmented generation (RAG)— chunking strategy, embedding models, hybrid search
Vector database configuration— Pinecone, Weaviate, Chroma, pgvector, Qdrant
Agentic system design— tool calling, multi-agent orchestration, LangChain/LlamaIndex/CrewAI
Fine-tuning— supervised fine-tuning, LoRA/QLoRA, instruction tuning, RLHF
MLOps— model registry, CI/CD for ML, experiment tracking (MLflow, W&B), serving infrastructure
Computer vision— object detection, classification, OCR, vision-language model integration
AI evaluation frameworks— automated evals, LLM-as-judge, benchmark suites, regression testing
Guardrails and safety— content moderation, output validation, hallucination mitigation
Cost optimisation— model routing, caching strategies, token budget management

Why Luppiter?

Hours logged per session, confirmed by you
No surprise deductions — ever
Recharge like a SIM: fresh block, own validity
Issued in Singapore · SIAC arbitration