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AutomationPlease/README.md

Lawrence Willcox

Supply Chain Automation & Analytics Specialist
Building practical data pipelines, automated reporting systems, and intelligent tools that improve visibility and decision-making in complex operations.

What I Build

I design and develop production grade automation and analytics solutions that turn manual, fragmented processes into reliable, self running systems.

My work focuses on:

  • Python based ETL pipelines and data transformation for large operational datasets
  • Custom dashboards and reporting tools (including PySide6 desktop applications)
  • Process automation across ERP systems (especially SAP)
  • KPI development and exception based reporting that drive real operational decisions

I combine strong technical execution with deep domain knowledge in procurement, inventory, demand planning, and supply chain operations.

Featured Projects

Supply Chain Analytics Dashboard

PySide6 desktop application that consolidates fragmented Excel and SAP data into interactive inventory, demand planning, and geospatial dashboards.

  • Handles 500k+ rows with high performance combination use of pandas and numpy processing, dynamic filtering, charts, and maps. Built to replace slow manual Excel workflows for procurement and planning teams.

View Project

Multi-Agent LLM Systems

  • Production pattern agentic AI systems built with LangGraph and LangChain. Features supervisor based delegation to specialized agents, stateful workflows, tool calling, and human in the loop patterns. Focused on reliable orchestration for data analysis and knowledge work automation.

View Project

Automation Tools (Python & VBA)

  • Collection of practical automation scripts and tools developed for engineering and supply chain workflows, including SAP GUI automation, data extraction, and recurring process automation.

Automation Tools (Python)
Automation Tools (VBA)

Tech Stack

Core: Python (pandas, numpy, openpyxl, PySide6/PyQt6), SQL, VBA
Automation & Systems: SAP GUI scripting, ETL pipelines, workflow automation
Data & Analytics: Data modeling, KPI development, dashboard creation, exception reporting
Currently Exploring: LangGraph, LangChain, multi-agent systems, RAG over structured business data

Currently Exploring

I'm actively building agentic AI systems and intelligent automation tools on the side. My focus is on creating reliable, observable, production oriented multi-agent workflows that can augment real business processes, especially in data-heavy operational environments.

  • All agentic AI work is developed in my personal time and is separate from my professional role.

Let's Connect

I'm always interested in conversations around:

  • Supply chain analytics and automation
  • Building practical, production grade data tools
  • Agentic AI systems and intelligent workflow automation

Feel free to reach out on LinkedIn or via email.

Pinned Loading

  1. langgraph-multi-agent-system langgraph-multi-agent-system Public

    Multi-Agent-System built open ended with no restrictions. Developed as a proof of concept while going through langChain agent academy.

    Python

  2. Multi_Agent_System_Data_Analyst_Enterprise_Build Multi_Agent_System_Data_Analyst_Enterprise_Build Public

    Multi Agent System Data Analyst Build with Enterprise Grade Security

    Python

  3. langgraph-requirements-agent langgraph-requirements-agent Public

    Single Agent System with no restrictions. Developed as a proof of concept while going through LangChain agent development courses.

    Python

  4. Supply-Chain-Dashboard Supply-Chain-Dashboard Public

    PySide6 Desktop Supply Chain Analytics Application

    Python

  5. Automation_Tools_Python Automation_Tools_Python Public

    Repository containing tools developed with Python to assist in automation workflows

    Python

  6. Automation_Tools_VBA Automation_Tools_VBA Public

    Repository containing tools developed with VBA to assist in automation workflows

    VBA