Open to opportunities

Timothy Mock

@timothymock1

Message

Senior AI and data engineer building trusted cloud analytics pipelines for finance and marketing decision-making.

United States

Message

What I'm looking for

I’m looking for a senior role where I can build production-ready, governed data platforms and ML-enabled analytics pipelines—automating finance and marketing workflows, strengthening validation and lineage, and enabling trusted decision-making.

I’m a Senior AI Engineer and data leader with 11 years of experience developing cloud data platforms, automating finance data workflows, and engineering analytics systems across consulting, financial services, and marketing measurement. I focus on delivering trusted datasets for finance, media, and marketing analytics through SQL, ETL/ELT, and data modeling.

In my recent role, I built machine learning-enabled marketing measurement data pipelines in Snowflake, integrating media, revenue, and customer outcome inputs into reusable analytics models. I codified lineage, ownership, and metric assumptions to improve governance readiness, standardized reporting inputs across planning, buying, and measurement, and reinforced SQL validation checkpoints so downstream analytics and client reporting could rely on clearer trust signals.

Earlier, I hardened production finance data processes with Pytest unit tests and upgraded Kafka stream processing for payment exchange reliability. I secured AWS IAM and document access policies with Terraform, supported dataset registration rollouts for governance tooling, and collaborated with stakeholders to convert General Ledger Reconciliation requirements into implementable data model logic.

Experience

Work history, roles, and key accomplishments

Current

Sr. Data and Software Engineer

Current

Ovative Group

Apr 2024 - Present (2 years 3 months)

Built machine learning-enabled marketing measurement data pipelines in Snowflake and translated measurement requests into data modeling requirements to power reusable analytics models. Codified lineage, ownership, and metric assumptions and added SQL validation checkpoints and freshness notes to improve dataset trust signals.

Snowflake SQL Data Pipelines ETL ELT Data Modeling Analytics Modeling Lineage Metric Definitions Data Governance Data Validation Data Quality Pipeline Operations Freshness Checks

Senior Data Engineer

Capital One

Dec 2019 - Oct 2023 (3 years 10 months)

Hardened production finance data processes using Pytest and expanded validation coverage ahead of regulated releases. Upgraded Kafka stream processing and used Terraform to secure AWS IAM and document access policies for regulated finance workflows.

Python Pytest Kafka AWS IAM Terraform Data Validation Data Quality Data Governance Data Modeling

Software Engineer Contractor

NCC Media

Dec 2018 - Aug 2019 (8 months)

Advanced NCC enterprise application workflows by integrating Angular2 and REST APIs to improve data-connected request handling for advertising operations users. Delivered beta-to-production fixes across C#, JavaScript, AngularJS, and SQL to reduce rollout risk.

Angular2 REST APIs AngularJS C#JavaScript SQL enterprise applications Web Applications

Sr. Data Architect / Data Engineer

Dentsu Aegis Network

Jun 2017 - Dec 2018 (1 year 6 months)

Directed SQL/SSIS ROI reporting pipelines for media spend and led standardized financial reporting streams for media finance review. Automated provider data transformation using Azure Data Factory and SQL to improve ETL handoffs across client reporting workflows.

SQL SSIS ROI Reporting Pipeline Reporting Azure Data Factory ETL data transformation Financial Reporting Data Integration

Software Consultant

Tallan

Jun 2015 - May 2017 (1 year 11 months)

Wrote Azure-hosted web applications using ASP.NET MVC and Entity Framework to deliver interactive virtual tour experiences. Enhanced features for fleet management using C#, ASP.NET, HTML5, and SQL, and implemented LINQ-based data access patterns in MVC application layers.