Projects & Case Studies
Deep dives into enterprise AI systems, architecture decisions, and measurable business impact.
Featured Systems
Production-grade AI solutions powering enterprise operations
ICfE
ProductionIndustrial Copilot for Engineering
AI-powered industrial automation copilot embedded directly in Siemens TIA Portal IDE. Combines conversational AI with sophisticated context management and real-time code execution, enabling engineers to write PLC and HMI code 30-40% faster with enterprise-grade safety guardrails.
Technologies
Impact: Reduces engineering project timelines by 30-40% on $50K-$500K projects through AI-assisted code generation and HMI design, with built-in safety governance and audit logging.
SieAssist
ProductionAI-Powered Industrial Operations Assistant
Full-stack industrial AI assistant platform combining OPC-UA machine connectivity, Retrieval-Augmented Generation (RAG), and real-time event processing. Delivers intelligent, context-aware operational insights with document-grounded responses and on-premises LLM deployment for data sovereignty.
Technologies
Impact: Proactively detects industrial events and automatically creates AI-driven troubleshooting threads with document-grounded responses, reducing Mean Time To Resolution by 50%+ while ensuring data sovereignty with on-premises LLM deployment.
OpsKnowledge
ProductionKnowledge Management Platform
Semantic knowledge base with intelligent search, contextual discovery, and AI-powered recommendations using embeddings and vector search.
Technologies
Impact: Improved knowledge discovery speed by 10x and achieved 95% user adoption across organization.
RSMS
ProductionFull-Stack Asset & Work Order Management Platform
End-to-end industrial asset management system spanning a .NET backend, an Angular frontend, and a Java integration service. Digitizes equipment tracking, work orders, and shop-floor telemetry that were previously handled through paper logs and spreadsheets.
Technologies
Impact: Eliminated manual, paper-based data transcription across shifts and teams, unifying maintenance, production, and quality into one real-time system of record.
Services & Expertise
How I can help with your next project
AI Strategy & Architecture
Design enterprise AI systems, choose appropriate models, plan scalability and integration strategies.
Agentic Systems
Build autonomous AI agents, multi-agent orchestration, and intelligent workflow automation.
Full-Stack Development
End-to-end development from backend APIs to frontend interfaces, optimized for performance.
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