Data Scientist at Visa Consulting & Analytics - Intelligence and Data Solutions (2022-01 – Present)
- Led the design and development of Merchant Copilot, an internal AI tool that helps consulting teams rapidly identify merchant definitions and accurately estimate merchant volume during client engagements using Trino MCP, Claude, OpenAI, FastAPI, and React.
- Designed and led development of an end-to-end LLM analytics platform that converts segmentation and scoring outputs into ranked personalized messages, combining Claude generation with GPT-4o validation.
- Architected a production-ready multi-agent validation framework covering data/rules grounding, primary AI review, independent secondary verification, retry logic, and human-review flagging.
- Led analytics product delivery, business reporting, and data pipeline development using SQL, Spark, Hive/Presto, Trino, and Python, helping enterprise clients turn behavioral and market signals into growth, loyalty, and risk strategy.
- Led Bank of America Merchant Loyalty Engagement QBR reporting, advising stakeholders on shopping journeys, cross-shop behavior, loyalty rewards performance, geographic opportunity analysis, and market-facing recommendations.
- Presented AI product strategy and technical demonstrations to senior leadership, translating complex machine learning concepts into business decisions.
- Deployed a full-stack analytics web application supporting 11 configurable campaigns across banking, gaming, retail, and loyalty verticals, producing audit-ready outputs and interactive dashboards.
- Automated insight narrative generation across PowerPoint deliverables for 20+ clients using Claude and Think-Cell, improving executive reporting scale and consistency.
- Developed retention and uplift modeling frameworks using transaction behavior and credit bureau attributes, helping clients identify attrition risk, persuadable segments, and growth opportunities.
- Awarded Visa's Technical Innovation Award for leading the design of a patented Bill Pay Prioritization Engine, uncovering payment hierarchy behaviors and strategic debit placement opportunities.
Data Scientist at Truist Financial - Card and Direct to Consumer Lending Strategy & Decision Sciences (2021-01 – 2022-12)
- Managed large-scale pipelines processing 2B+ debit card transactions quarterly, creating a 335M+ record dataset for behavioral analysis, dashboarding, and root-cause investigation.
- Built executive-facing Tableau dashboards and recurring reports to monitor digital health, customer behavior, KPI trends, and operational shifts for product and portfolio leaders.
- Developed a Python lookalike model for a new EMV wallet launch, supporting segmentation, market sizing, and targeted growth strategy.
- Created a Legal Spend Forecasting app using Streamlit and ARIMA to help Legal Operations project budgets across matter type, geography, and priority dimensions.
- Partnered with Fraud and Retail Banking teams on risk analytics, workflow automation, and cross-functional insights; trained teams on uplift modeling implementation.
Founder & AI Product Engineer at Clarity Mapped LLC (2026-01 – Present)
Designed, built, and deployed multiple production AI products from concept through launch, combining LLM systems engineering, cloud infrastructure, workflow automation, and full-stack development to solve real-world business problems.
Operations Analyst at Oando Energy Resources (2017-01 – 2019-12)
- Optimized well trajectory plans using real-time sensor data, reducing operational risk and non-productive time.
- Built operational dashboards and analyzed downtime patterns to improve vendor management and reduce contractor costs by 10% annually.
Business Development / Energy Strategy at Stelog Energy Group (2015-01 – 2017-12)
- Led market and commercial analysis for gas flaring monetization initiatives, contributing to a sales agreement with major oil and gas companies.
Associate Technical Professional - Completion Tools at Halliburton (2014-01 – 2015-12)
- Drafted completion schematics, supported downhole tool implementation, and conducted pre- and post-job reviews for hydraulic fracturing operations.
