Prototype, fine-tune, and productionize AI workflows for enterprise clients.
Experience: 2-3 years in applied ML/AI delivery.
- Design ingestion pipelines, embeddings, and retrieval layers for LLM apps.
- Fine-tune or prompt-engineer GPT/Claude-class models with evaluation loops.
- Deploy Python microservices on AWS/Azure and monitor cost/performance.
- Bonus: Experience with LangChain, Vertex AI, or on-device inference.
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