Hi, my name is

Edison Wang

AI Deployment Consultant

I turn enterprise data into agentic AI systems — custom agents, Claude Enterprise rollouts, and data pipelines that move real business metrics.

View My Work Get in Touch

01. About Me

I'm an AI Deployment Consultant based in Chicago, working where enterprise systems meet agentic AI. Today I build custom agents in Python on top of SAP production and inventory data, scope Claude Enterprise rollouts around real workflow bottlenecks, and lead discovery that turns messy as-is processes into clear to-be roadmaps.

My path runs through supply chain analytics and SAP IBP implementations — from wafer start planning across 8 fabs to redesigning demand planning for a global med tech client. That foundation means I start with the data and the business problem, not the model. I'm now going deeper into data engineering on Databricks and Spark to build AI systems that hold up in production.

02. Experience

  1. Dec 2025 – Present Chicago, IL

    AI Deployment Consultant @ BearingPoint

    • Build pre-sales agentic use cases for a global manufacturer — custom Python agents on SAP production and inventory data that demonstrated an 8% reduction in inventory carrying cost.
    • Scope a value-driven Claude Enterprise rollout, mapping custom skills and agents to identified workflow bottlenecks.
    • Lead current-state discovery across SAP modules for an electronics manufacturer, defining to-be design and success criteria.
    • Drive data quality diagnostics and cleansing that improved completeness by 11%.
  2. Apr 2024 – Nov 2025 Chicago, IL

    Tech Solution Consultant @ McKinsey & Company

    • Redesigned med tech demand planning in SAP IBP with 100+ custom key figures and statistical forecasting across 3 geos and 8 planners.
    • Led UAT and change management for the IBP go-live; facilitated fit-gap sessions that shaped an end-to-end CPG supply chain blueprint.
    • Led strategic sourcing analysis in SQL and Excel for automotive clients, achieving $1.6M in cost savings.
    • Supported a chemical plant's shift to level-loaded production — a 3.7% lift in fill station output.
  3. Jun 2022 – Apr 2024 San Jose, CA

    Operation Data Analyst @ Power Integrations

    • Managed MRP and wafer start planning across 8 fabrication plants using Excel and SAP IBP.
    • Built ML demand models in Python for legacy SKUs, cutting obsolescence and saving $0.5M annually.
    • Automated SQL data flows into SAP IBP for reliable reporting across 220+ SKUs.
    • Delivered executive go-to-market analysis that enabled a 4% reduction in R&D costs.
Education

M.S. Business Analytics

Wake Forest University · 2022

Education

B.S. Business — Supply Chain & Information Systems

Indiana University Kelley School of Business · 2021

03. Skills

Python

Language

SQL

Language

Spark

Big Data

Databricks

Data Platform

Claude & Agentic Apps

AI Development

Data Transformation

Data Engineering

SAP IBP

Planning

SAP S/4HANA

ERP

Machine Learning

Forecasting

Certifications

Databricks Data Engineer Associate

Databricks

SAP Integrated Business Planning

SAP

SAP S/4HANA

SAP

04. Projects

Side project

Outside of Work

Chicago weekend event planner

An app that recommends what to do in Chicago this weekend — shows, food, music and more. Because LLMs will happily invent events that don't exist, it uses a capture-first data pipeline: real event listings are collected and verified first, and AI only ranks and recommends from that trusted set.

  • Base44
  • LLM Recommendations
  • Data Pipeline
  • Chicago
View Project
Side project

Your AI College Finder

An AI college coach for high schoolers

A personal AI coach that helps high school students discover schools that fit their goals, build a balanced list of reach, target and safety schools, and stay on track through applications — from deadlines and requirements to essay brainstorming.

  • Claude
  • Agentic AI
  • Python
  • EdTech
View Project

05. Get in Touch

Interested in agentic AI, data engineering, or just want to talk shop? My inbox is open.

Or email me directly at Edisonwang408@outlook.com