AW

Data & Analytics Engineer

Antonio Williams

10 Years Python | 10 Years SQL — Exceptional Agentic AI, Financial, Programming & Data Skills

17+ years building analytics systems and data infrastructure across healthcare finance, underwriting, and systematic quantitative trading.

I use automation and AI to take toil off the team and accelerate time-to-insight — building the tools, standards, and training that make the whole team faster, not smaller.

0+

Years Experience

0

Yrs Python

0

Yrs SQL

0

Companies

Antonio Williams

Expertise

Skills & Technologies

Deep technical depth across the full data engineering and analytics stack.

Programming & Data Engineering

Python (Expert)PandasNumPyOpenpyxlSciKit-LearnTkinterSeleniumPyAutoGUIBeautifulSoupSQL (Expert)TeradataSnowflakePostgreSQLMySQLObject-Oriented ProgrammingFunctional Programming

Cloud & DevOps

AWS LambdaAWS CloudWatchAWS S3Amazon BedrockDockerDBTGitHub

Data Visualization & BI

Tableau (Advanced)PlotlyMatplotlibSeabornBokehJupyter NotebooksExcel (Advanced)PowerPoint (Advanced)AlteryxBusinessObjects

AI & Agentic Tools

Claude Code Terminal (Expert)OpenAI Codex CLIAgentic AI SystemsPrompt EngineeringCLAUDE.md Architecture

Workflow & Methodologies

Agile / ScrumKanbanJIRAConfluenceMacOSWindowsLinux (Ubuntu)

Career

Work Experience

15+ Years in Healthcare Finance, Underwriting, and Analytics

Wellnecity logo

Wellnecity

5/2025 – 5/2026

Senior Product Operations Analyst – Product Operations | Financial Controls, Reconciliation Automation & Client Analytics

Winston Salem, NC (Remote from Atlanta, GA)

  • Led financial controls and quarterly business reviews (QBRs) for the company's largest client — a 107,000-member health plan — reporting plan performance and medical cost trends against budget to inform strategic client decisions.
  • Conducted deep-dive drill-down and episode-of-care analyses across place-of-service, condition cohorts, high-cost claimants, and pharmacy/therapeutic drug classes to isolate key cost drivers and surface actionable levers to reduce spend.
  • Designed and deployed 7 Python-powered reconciliation workflows that freed the team from repetitive invoice and claims processing — validating client invoice totals against a BigQuery SQL source of truth and auto-distributing results so analysts could spend their time on client-facing analysis instead of manual checks.
QuantifyEdge logo

QuantifyEdge

4/2023 – Present

Quantitative Analytics Developer, Researcher – Quantitative Finance | Systematic Trading

Atlanta, GA

  • Architected proprietary Python/SQL models that detect real-time statistical anomalies across 15 years of 1-minute market data, flagging high-probability mean-reversion setups.
  • Built a fully vectorized NumPy backtesting engine parallelized across 24 CPU workers to validate every signal over 15+ years of historical data, quantifying edge before any capital is committed.
  • Deliver real-time analytics and alerts for high-impact statistical events through a live multi-timeframe charting platform, enabling immediate action on rare opportunities.
TrendLab Analytics logo

TrendLab Analytics

10/2018 – Present

Independent Data, AI & Automation Consultant – Freelance | Python Automation & Analytics for Small Businesses

Atlanta, GA (Remote)

  • Built Python automations (Pandas, Openpyxl) that streamlined recurring Excel reporting for small-business clients — converting multi-hour manual processes into one-click, repeatable workflows with improved accuracy.
  • Integrated AI and LLM tooling (Claude, agentic workflows) into client automations to accelerate development and add natural-language access to data and reporting.
  • Automated PowerPoint deck production end-to-end, generating presentation-ready client reports from source data and giving the team back hours of manual formatting per cycle for higher-value work.
Blue Cross Blue Shield of North Carolina logo

Blue Cross Blue Shield of North Carolina

12/2019 – 4/2023

Senior Business Intelligence Developer / Senior Data Engineer - Client Reporting Team | Analytics & Insights

Durham, NC (Remote from Atlanta, GA)

  • Delivered ad hoc analytical support to Sales and Healthcare Consultants across a book of 45+ large-group and national clients, resolving questions on medical claims, utilization, and membership.
  • Developed and presented annual claims-cost and utilization reports for 6 key clients, equipping stakeholders with insights that shaped strategic renewal conversations.
  • Automated healthcare claims and membership reporting with Python and Tableau, compressing a recurring ~2-hour reporting task to ~15 minutes and giving the team that time back for higher-value analysis.
OneDigital Health and Benefits (formerly Northwestern Benefit Corporation) logo

OneDigital Health and Benefits (formerly Northwestern Benefit Corporation)

4/2018 – 7/2019

Senior Analytics Consultant - Mid-Market / Large Market Clients

Atlanta, GA

  • Projected healthcare costs and set budget rates for 10+ self-funded clients, recommending plan-design changes backed by recurring dashboard insights.
  • Guided clients on plan utilization vs. benchmarks, actuarially pricing self-funded plans with optimized premium rates to ensure future cost coverage.
  • Developed outcome-focused data visualizations through clear dashboards, enabling clients to understand the effectiveness of their healthcare strategies.
Regions Insurance Group (now McGriff, Seibels & Williams) logo

Regions Insurance Group (now McGriff, Seibels & Williams)

1/2015 – 3/2018

Senior Financial Analyst / Consultant – Employee Benefits Division - Mid-Market Clients

Atlanta, GA

  • Monitored YTD and rolling 12-month financials with dynamic dashboards linked to predictive models for continuous forecasting.
  • Produced underwriting and budget projections for self-funded clients, clearly communicating financial strategy to drive informed decisions.
  • Delivered strategic recommendations to prospects, quantifying projected savings of up to 12% to drive client acquisition and win new business.
Willis Towers Watson logo

Willis Towers Watson

6/2014 – 11/2014

Senior Analyst II – Health and Group Benefits - Large-Market Clients

New York, NY

  • Developed dynamic, Excel‐based financial models that synthesized complex claims and market data, enabling precise forecasting of healthcare cost risks and informed multiyear strategy planning.
  • Engineered scenario-driven analyses using advanced spreadsheet techniques to translate raw data into actionable financial insights, empowering enterprise clients to swiftly optimize their plan performance.
  • Mentored junior analysts in crafting custom models—integrating historical trends and sensitivity analysis—to assess alternative utilization scenarios for self-funded clients.
Aon Hewitt logo

Aon Hewitt

12/2011 – 6/2014

Health and Benefits Analyst - Mid-Market Clients

Miami, FL

  • Developed dynamic financial models to extract actionable insights for cost containment strategies, directly influencing employer group performance.
  • Negotiated with top insurance carriers by presenting detailed forecasts and compelling PowerPoint exhibits, securing competitive benefits packages tailored to client needs.
  • Constructed comprehensive claims projections and budget forecasts with advanced data analysis techniques, incorporating scenario planning and sensitivity analysis to model plan migrations accurately.
Anthem Blue Cross Blue Shield / WellPoint (now Elevance Health) logo

Anthem Blue Cross Blue Shield / WellPoint (now Elevance Health)

1/2009 – 12/2011

Group Underwriter I, Group Underwriter II (National Accounts) 500+ Employees - New Business and Renewals

Atlanta, GA

  • Underwrote and priced medical, dental, and vision plans for a 21-employer group book of business, driving profitability and aligning with strategic growth targets.
  • Managed risk exposure and margin performance, contributing to consistent year-over-year improvements in revenue, membership, and underwriting profit.
  • Responded to RFPs/RFIs in highly competitive bid environments, playing a key role in winning major new business and retaining key accounts.

Background

Education

Bachelor of Business Administration

BBA in Managerial Science

Georgia State University

J. Mack Robinson College of Business · Atlanta, GA