Production Ontology Merging (PrOM) Framework
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Updated
Nov 12, 2022 - Python
Production Ontology Merging (PrOM) Framework
Powered NLP with LLMs
Kubernetes DevOps lab with FastAPI, Docker, Kustomize, Helm, Argo CD, GitOps, Prometheus metrics and GitHub Actions CI.
A production-grade LLM evaluation and prompt engineering pipeline built with FastAPI, Groq (LLaMA-3.1), and LoRA/PEFT. Features custom LLM-as-a-judge scoring, Chain-of-Thought reasoning, scope-refusal guardrails, and efficient DistilBERT fine-tuning. Built to demonstrate end-to-end AI quality engineering and probabilistic system evaluation
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