🤝 Top Collaborators
Fatin Ruhul Shahazad
I am Fatin, an IT professional with 5+ years across technical management, development, testing, and AI delivery. My current focus is building reliable AI systems with LLMs, MCP, Codex, Claude Code, RAG, automation, voice agents, and human-in-the-loop workflows.
🤓 Latest Submissions
OpsTune
OpsTune is an AI-powered industrial incident analysis system designed to help operations teams understand and act on technical incidents faster. In industrial environments, operator reports are often written as unstructured text, making it difficult to quickly identify severity, root causes, evidence, and next steps. OpsTune transforms these raw reports into structured, actionable intelligence using a fine-tuned large language model running on AMD hardware. The system takes a messy incident report as input and returns a clear JSON analysis including severity level, incident category, likely root causes, supporting evidence, recommended actions, confidence score, and a concise operational summary. This enables faster triage, better decision-making, and more consistent incident handling. Our goal is to demonstrate how domain-adapted AI workflows can improve industrial maintenance, reduce downtime, and support frontline teams with reliable, explainable incident analysis.
10 May 2026
