Private project — details available on request.
I build the AI and data infrastructure behind Experian Automotive’s identity layer — agentic entity resolution on AWS Bedrock, large-scale Glue pipelines, and self-service deployment tooling for the analytics team.
AI Engineering
Data Science
An agentic workflow on AWS Bedrock unifying 1M+ business records across 11 enterprise systems.
AWS ECS Fargate tooling that ships secure dashboards and APIs in under 10 minutes.
Reconciles 130M+ credit pulls across 34,000+ dealers, linking lender activity to vehicle sales.
Specialized in competitive intelligence, data analysis, and Python-based automation to track market trends and competitor strategies, delivering executive-level insights that drove informed decisions, leveraging web scraping, analytics, and AI tools across the tech, retail, and CPG sectors.
Research
Data Viz
Data Science
Daily scraping of competitor media content including press releases, news announcements, and LinkedIn content, integrated into a live web app
Automated tracking of competitor job postings with live statistics generation, integrated into a live web app
A flexible AI-powered framework designed to efficiently identify key competitor claims, UVPs, and other insights from large volumes of competitor web pages
Oversaw market intelligence for the MFP category, delivering competitive insights, industry reporting, and consulting for 20+ client companies while expanding data capabilities with Python, AWS, and AI-driven analytics.
Research
Data Viz
Data Science
Weekly reports sent to 2,000+ clients detailing product launches, mergers and acquisitions, quarterly financial results, pricing activity, and emerging trends
Short 1–2 minute videos highlighting key trends and news, with more detailed coverage provided in my Market Intelligence Reports
Quarterly reports highlighting major industry and channel events, hardware launches, and M&A activity, with links to our original coverage
Longer form research papers that delve deeper into key industry trends
My work setting up the MFP Copiers category in the new OpenBrand app
Scooper, a Python tool that scrapes product certifications and placements
My work with Python and ScrapeGraphAI to easily find, search, and classify new MFP copier related news
My work scraping dealer location portals to reverse engineer a map of office equipment dealers in the US
Examples of custom consulting projects and other client requests
Developed and maintained 100+ pages of user-focused product documentation, marketing content, and multimedia assets to enhance customer engagement and product accessibility.
Technical Docs
Frontend Dev
Marketing Content
Quickstart and tutorial videos for ModalAI products, with over 12,000 views on the official ModalAI YouTube channel
My work redesigning the component library of ModalAI's technical site
My work updating ModalAI's technical documentation site
Short promotional video submitted to the AUVSI awards featuring ModalAI's new VOXL2
Cognitive Science is an interdisciplinary focus on neuroscience, computer science, linguistics, and philosophy. My specialization in HCI covers all aspects of the UX design process and gives me a strong background in UI design, frontend programming, usability analysis, and other research and analytical work.
Research
Data Science
UX Design
Writing
Python and pandas data science project comparing economic conditions to divorce rates
Short paper about the history of the electoral college and its current impact on American democracy
Quarter-long project redesigning First Republic Bank's online mobile experience
Research proposal evaluating the effects of socialization on scent marking behaviors in domestic dogs
10-week website redesign for our client Spa de Esperanza's online experience
A short documentary about GameStop's price movements and their connection to Reddit's WallStreetBets
A 10-week project designing, prototyping, and user testing a novel social computing space
10-page research proposal for a study on selective speech recovery in bilinguals
Multisource research essay on the portrayals of PTSD in pop culture and in the film American Sniper
Personal projects and other consulting work.
Data Science
Frontend Dev
What locations does your favorite artist sing about the most? Time to find out.
My consulting work setting up brand presence for an upcoming aviation maintenance firm
Motivations and work behind this portfolio site and earlier versions of it