
Muhammad Omaid
Head of AI at Magnus Mage, LLM RAG and fine tuned models
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Head of AI
Magnus Mage
Dec 2018 - Present • 7 yrs 9 mos
Lead AI direction and delivery for Magnus Mage. Fine-tune open LLMs (QLoRA, Unsloth, PEFT) and serve them privately with Ollama on on-prem GPUs; build RAG and agent systems (Transformers, embeddings, FAISS, pgvector, ChromaDB, Neo4j) with human-approval guardrails and audit logging; custom queues for horizontal and vertical scaling; AWS, Kubernetes and Docker deployment. Four AI systems taken from architecture to production, including Bugshot vulnerability automation and an on-device security agent. Earlier: senior software engineer on fintech, security and Web3 platforms, including the Libonomy consensus network.