My ExperTease

With 6+ years of experience in machine learning, data engineering, and data analytics, I’ve worked at and with a number of companies: PNC Bank, Hospitals, The Department of Defense, Air Force Research Lab, and Siemens DISW to:

  • Uncover hidden trends in customer behavior,

  • Streamline operations through automation,

  • Build scalable, data-driven solutions for long-term growth.

Whether you need a one-off analysis, a custom machine learning model, a deployable application that utilizes ML, or an end-to-end data pipeline, I’ve got you covered. I pride myself on delivering solutions that are not only technically sound but also tailored to your specific goals and challenges.

GenAI

Do you have a mountain of data and no idea what to do with it? From querying Snowflake and other legacy Data Swamps to navigating a jungle of PPTs, PDFs, text files and 3rd-party APIs, I have built various GenAI solutions to aid sales and marketing teams in finding data and creating personalized content related to their customers and leads to help close deals and increase engagement.

Computer Vision

I have worked on a variety of computer vision use cases in my career. Whether you have video feeds, pictures, drone footage, or even thermal video of your trail cam. I have implemented object detection, multi-object tracking, classification, and image to text (and vice versa) solutions. I even did Domain Adaptation research for a little bit, but no one ever knows what that is.

Lead Generation and e-business Sales Targeting

Traditional CRM solutions like Salesforce often rely on outdated sales cycle models and can feel like more of a headache than a help. In today’s world, businesses need e-commerce solutions that adapt to user preferences and behavior in real-time. Understanding every single user who visits your site isn’t just nice to have, it’s essential. By generating actionable feature sets and ranking user behavior, you empower your sales teams to zero in on the leads that matter most, the ones closest to conversion.

Over the years, I’ve spent countless hours sifting through complex datasets from CRMs, CDPs, Google Analytics, and other marketing and sales platforms. From messy spreadsheets to old legacy systems, I’ve seen it all. My mission has been to create real value for sales and marketing teams.

By generating rich feature sets to understand user behavior and developing ranking systems that prioritize high-value leads, I’ve helped teams focus their efforts on the opportunities most likely to convert. Combining this with Personalized GenAI solutions can make this even more powerful.

Data Engineering

As I’ve learned over the years, Without proper pipelines and a clean foundation, your data isn’t as valuable if it’s not easily accessible and simple to interact with. I’m a seasoned professional at DAG-based pipelines, transforming any data you have into something clean and maintainable you can have myself or other analysts create powerful reporting tools off of.

SQL

Yea that’s right, you heard me. Literally just SQL. A lot of companies have extremely complex data schemas and warehouses that will make your head spin. Sometimes the most valuable projects are simply just data discovery and research to write complex sql to extract data that can be fed to more modern workflows. I personally love data swamps, the messier the more interesting. I’ve worked with Snowflake, Oracle, BigQuery, MongoDB and many others.

Data Visualization

Data doesn’t have to be boring! Using Python for advanced visualizations or Tableau for dashboards, I help you turn numbers into clear, and visually attractive insights that your team (and your boss) will actually understand.

Data Infrastructure

Still running your business on a system that feels like it’s from the ‘90s? No judgment, just solutions. I can help with modernizing your legacy systems.

Many businesses are sitting on a mountain of data buried in outdated systems, scattered across PowerPoint decks, PDFs, and spreadsheets. While this data holds incredible value, accessing and leveraging it can feel like searching for a needle in a haystack. Legacy infrastructures and disorganized data collections slow down decision-making, waste valuable time, and create bottlenecks for teams who just want answers.

That’s where I come in. I specialize in transforming disjointed data systems into streamlined, modern solutions that make your data accessible, searchable, and actionable. Whether it’s migrating legacy databases to a modern cloud infrastructure or building intelligent search systems for your collection of documents and presentations, I help businesses uncover insights they didn’t even know they had.