Ned

I build AI agents, automations and data systems that save businesses hours every day: from a support chatbot that answers customers 24/7 to a reporting pipeline your team never has to touch again.

9+ years as a data engineer for companies in Canada and the US (Snowflake, dbt, Airflow, Python, Power BI). Today I focus on putting AI to work inside real business workflows.

WHAT I BUILD

AI agents & chatbots

• Customer-support and sales chatbots for websites, Telegram, WhatsApp and Instagram

• AI assistants that answer from your own documents (RAG): policies, catalogs, knowledge bases

• LLM integrations with OpenAI, Claude and Gemini APIs

Workflow automation

• n8n, Make and Zapier workflows: lead capture, CRM updates, emails, invoices, reports

• Python automation: data extraction from websites, PDFs and APIs, scheduled jobs, integrations

Data engineering & BI

• Data pipelines and ELT: Python, PySpark, dbt, Airflow, Azure Data Factory, Databricks

• Data warehouses: Snowflake (certified), Redshift, Synapse, SQL Server, PostgreSQL

• Power BI dashboards, DAX, data modeling, SQL performance tuning

SELECTED RESULTS

• PySpark ingestion from PostgreSQL to Snowflake handling 10M+ records per day

• Medallion architecture (raw / curated / published) on Azure Data Lake Gen2

• 30% faster pipeline troubleshooting through logging, error handling and control tables

• Power BI report load times cut by up to 50%

• 50+ stored procedures optimized, report queries 35% faster

HOW I WORK

A clear plan and a fixed estimate before we start, a working demo early, documentation and a clean handover. I use modern AI tooling to deliver faster, so you pay for results, not busywork.

Tell me what you want to automate, and I'll reply with a plan and a price.