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

Expertise
Skills & Technologies
Deep technical depth across the full data engineering and analytics stack.
Programming & Data Engineering
Cloud & DevOps
Data Visualization & BI
AI & Agentic Tools
Workflow & Methodologies
Career
Work Experience
15+ Years in Healthcare Finance, Underwriting, and Analytics
Wellnecity
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
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
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
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)
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)
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
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
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)
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