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Content Tagged "Machine Learning"

This page collects all articles and projects tagged Machine Learning. Tags help you navigate by tool, theme, or topic—whether you're looking for content on specific technologies like n8n or Databricks, or broader themes like workflow automation or hockey analytics.

Content spans agentic engineering, production AI agents, data pipelines, full-stack work, and hockey analytics. Browse other tags, topics, or the full offering for how this maps to client work.

Projects describe case studies with real outcomes—conversational analytics prototypes, AI feedback agents, automated content pipelines, and hockey analytics dashboards. Blog posts cover implementation details, tool comparisons, and lessons learned. If you're looking for something specific, the blog index and portfolio offer alternative ways to explore.

Projects

Enterprise ML & Data Platform — 100 Jobs, 631 Tables, NLP at Scale

End-to-end data and ML platform for a global manufacturing company. 100 Databricks jobs, 631 Unity Catalog tables, support intelligence across 1.46M cases, production churn models, demand forecasting, and a 17-page Streamlit dashboard — built and operated solo over three years.

End-to-End Analytics Platform — Databricks, Streamlit & GPT-4o

Full-stack data intelligence system for a global manufacturer. Medallion architecture on Databricks, AI-powered natural language querying, z-score anomaly detection, and 10 production dashboards covering 14 markets — shipped in 12 weeks.

Multilingual Survey Analytics - AI-Powered NLP for Customer Insight Intelligence

Advanced multilingual survey analysis platform using AI translation and NLP categorization. Comprehensive customer insights solution leveraging Databricks, Power BI, and machine learning for survey intelligence.

AI-Powered Customer Support Analytics - Large Language Models for ServiceNow Intelligence

Advanced AI and LLM integration for customer support optimization using ServiceNow data transformation. Intelligent ticket categorization and customer insights platform specializing in AI analytics.