Jaideep Ayancha
Enterprise SCADA & Industry 4.0 Architect | ISA-95 | Unified Namespace (UNS) | AI-Ready Factory Intelligence | MCP-Enabled Infrastructure
- Role
- Sr Lead Scada Engineer at Hitachi Digital Services
- Location
- Fayetteville, AR, US
- LinkedIn followers
- 500 followers
About Jaideep Ayancha
I am an Industrial Automation and Digital Manufacturing Architect with over 10 years of experience designing and scaling enterprise SCADA and MES systems aligned with Industry 4.0 principles and ISA-95 standards.My focus is not just building dashboards — it is architecting connected factory ecosystems. I design Unified Namespace (UNS) architectures that standardize machine, process, and business data into structured, contextualized models that scale across plants. By combining MQTT infrastructure, ISA-95 data modeling, and enterprise UI/UX standards, I enable real-time visibility, downtime intelligence, energy monitoring, and operational performance management at scale.I specialize in:• Enterprise SCADA architecture and standardization• ISA-95 compliant tag hierarchy and contextual data modeling• Unified Namespace (UNS) design for scalable factory integration• AI-ready MCP server infrastructure for contextual data retrieval• Real-time dashboards for downtime, efficiency, quality, and power monitoring• Mobile-enabled alerting and operational visibilityBeyond technical architecture, I lead with a systems mindset — developing reusable templates, governance standards, and scalable deployment models that empower facilities to implement and maintain solutions efficiently.My goal is to bridge Operations Technology (OT), IT, and AI — transforming industrial data into actionable intelligence through structured architecture and intelligent systems.
Experience
Sr Lead Scada Engineer
Feb 2026 — Present · US
Architect, design, and deploy enterprise-grade SCADA and MES systems aligned with Industry 4.0 principles and ISA-95 standards. Lead the implementation of a Unified Namespace (UNS) architecture to standardize factory data models and enable scalable, real-time integration across machines, systems, and business layers.Develop AI-ready infrastructure, including MCP-enabled data services, to support advanced analytics, contextualized insights, and natural language user prompts for intelligent factory data access and decision-making.
Education
Tennessee Technological University
Master’s Degree, Robotics and Control Systems
2016 — 2018
Gayatri College of Engg.
Bachelor of Technology (BTech), Electrical, Electronics and Communications Engineering
2009 — 2013
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