I build practical systems at the intersection of data, business operations, and AI. My background includes client-facing systems integration, repeatable CRM migrations, production trading support, and internal tools for GTM teams.
Selected experience
GTM AI engineering
CADDi · Prior role
- Built internal AI tools for account news, deal health, and next-best actions across sales and marketing.
- Reworked account scoring using LLM-assisted research and firmographic data.
- Rebuilt routing and account-matching automations, and developed revenue reporting with cross-system data checks.
- Helped business teams adopt AI tools, custom skills, and practical workflows.
Trading & markets support
Independent consulting · August 2024 – August 2025
Supported front-office trading and market-data applications, investigated order-flow and risk-reporting issues, and used Python and shell scripts to automate operational tasks and deployments.
Clearing systems engineering
Independent consulting · January – June 2022
Migrated batch jobs to new systems, redesigned SQL schemas around business needs, and built Python automation while supporting global clearing operations.
Lead data engineer
Practifi · October 2020 – December 2021
Led engineers and consultants across concurrent migrations. Built Python and Azure pipelines that turned multi-week data projects into hours of work, with Salesforce tooling for migration and validation.
Data & support engineering
Practifi · November 2019 – September 2020
Led client discovery, translated source-system requirements into migration scripts, and supported Salesforce administration, configuration, and integrations.
Systems & network administration
Solutions in Data · January 2017 – September 2019
Implemented and supported client IT systems. Automated maintenance and deployment tasks with Python and PowerShell.
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