I am a product builder and data-driven entrepreneur with a background in Finance and Operations Management. My career across the technology, healthcare, logistics, and hospitality industries has taught me that the most complex business challenges share a common solution: smart use of data combined with streamlined operational workflows.
Currently, I am building Datum Pie LLC, a Nevada holding company developing a focused portfolio of data- and AI-driven products, anchored by Stackend Solutions, an operating software consultancy I acquired to serve as the engineering and delivery arm for the portfolio and for outside clients. I thrive in the space where technical analytics meets business intuition, leveraging my expertise to direct development teams, design intuitive UI/UX, and translate complex datasets into actionable business strategies.
How I build now
I build with AI as my primary engineering tool. I write the spec, direct the implementation, review every change, and test what ships. It's how I move fast without cutting corners, and it's increasingly how serious builders work in 2026. I'd rather show you the working product and the test coverage than pretend I typed every line by hand.
Datum Pie LLC & Stackend Solutions LLC, Sparks, NV & Delaware
Founder and Managing PartnerJuly 2024 – Present
Established Datum Pie LLC as a Nevada holding company to direct the funding, strategy, and technical roadmap for a portfolio of data- and AI-driven businesses. Acquired Stackend Solutions LLC, an operating software consultancy, to serve as the engineering and delivery arm for the portfolio and for outside clients.
Directing strategy and product development for Datum Pie's portfolio while running Stackend Solutions' active consulting practice for outside clients. Commercial audits, fix sprints, automation, and contract engineering now run through Stackend; mSm RevenueOS is retained as a private internal operating system rather than a SaaS product.
Repositioned the audit workflow into Stackend's paid Revenue Leak Audit: evidence-backed website findings, customer and technical remediation reports, and scoped implementation follow-through.
Designed and deployed AI-powered website assistants that answer visitor questions and route qualified inquiries for review.
Scoping and sequencing additional Datum Pie portfolio work — DatumBite, analytical labs, data infrastructure, and AI recommendation tooling — each funded by revenue rather than outside capital before being spun into its own entity.
QA & Compliance ConsultantSeptember 2022 – June 2024
Akyrian Systems specializes in clinical trial technology, focusing on source document extraction and compliance for pharmaceutical and healthcare companies.
Responsible for testing software applications and ensuring compliance with design specifications and regulatory standards throughout the clinical trial eCRF development lifecycle.
Spearheaded end-to-end testing efforts, conducting comprehensive software evaluations to identify bugs before release and delivering actionable insight reports.
Developed robust validation plans to uphold regulatory compliance (FDA, ICH, CDISC, CDASH, SDTM) and quality assurance benchmarks across products.
Facilitated formal requirements gathering, development, and testing sessions, ensuring alignment with project scope and complexity.
Managed customer UAT activities, leveraging interactive sessions to implement real-time fixes and foster a transparent, collaborative environment.
Quality AssuranceRegulatory ComplianceHealthcare IT
Affirma Consulting, Reno, NV (Remote)
Data AnalystJanuary 2022 – June 2022
Affirma Consulting provides technology and data-driven solutions, including business intelligence and customer engagement strategies.
Supported accurate evaluation of ongoing processes and facilitated sound decision-making regarding future initiatives by developing Excel reports and a Power BI dashboard of quarterly financial incentives data for MSFT executive oversight.
Conducted SQL-based data analysis on datasets exceeding 1 billion records, ensuring compliance for $100M+ in quarterly financial incentives.
Designed automated Power BI dashboards to enhance business intelligence and executive decision-making, reducing reporting time by 90%.
Recommended Azure query optimization strategies, improving overall data architecture and reducing server costs.
Collaborated with the Licensing & Revenue Management team to align incentive workflows with business operations.
Data AnalysisSQLPower BIBusiness Intelligence
SK Baseball - Reno Aces, Reno, NV
Analytics CoordinatorMay 2021 – November 2021
The Reno Aces are a professional minor league baseball team focused on delivering a top-tier fan experience and data-driven operational strategies.
Provided support for ticketing operations during game days, ensuring smooth transactions, and assisted with data collection and reporting to improve visibility for management.
Conducted data mining on 250,000+ customer records to identify qualified leads and increase sales.
Developed predictive models for ticket sales using statistical analysis to enhance operational efficiency.
Created Power Pivot dashboards for data visualization, improving decision-making for sales and marketing teams while supporting targeted campaigns to improve ROI.
Data MiningPredictive ModelingData Visualization
Pitney Bowes, Sparks, NV
Operations Lead, Quality AssuranceMay 2020 – April 2021
Pitney Bowes is a leader in logistics, mailing, and data management solutions, serving businesses worldwide.
Maintained quality control by serving as part of a team to complete periodic quality audits for five departments in the facility, generating daily, weekly, and monthly tracking reports.
Conducted periodic quality audits across five facility departments, implementing process improvements that directly reduced errors.
Designed and delivered performance tracking reports using Power BI and Excel, significantly improving data accuracy.
Analyzed and resolved over 20 daily Jira tickets, utilizing root cause analysis to mitigate and prevent future risks.
Devised risk mitigation strategies and developed inspection procedures to ensure adherence to quality standards.
Quality AssuranceProcess ImprovementRoot Cause Analysis
CFI Holdings, LLC – Saffron Café & Bakery, Clackamas, OR
OwnerOctober 2013 – December 2017
Saffron Café & Bakery was a locally owned business specializing in handcrafted baked goods and creating a welcoming community atmosphere.
As the sole owner, I managed all aspects of the business, combining hands-on operational work with strategic management to create a successful customer-focused operation.
Managed all facets of the business, combining hands-on operations (baking, customer service, inventory, vendor negotiations) with strategic management.
Improved operational efficiency by implementing workflow enhancements, optimizing inventory controls, and reducing waste by 20%.
Built a loyal customer base by providing high-quality baked goods and exceptional service, increasing repeat business and profitability.
Medidata Solutions provides industry-leading SaaS platforms for clinical trial data management and analytics.
Acted as a liaison between project teams and clients to deliver on key timelines, configure data systems, ensure compliance, and optimize study outputs.
Consultant (2012–2013): Performed root cause analysis for documented issues and provided creative solutions in coordination with IT; trained clinical study sites on the Rave suite of SaaS platforms.
Project Analyst (2006): Translated client needs into actionable system functionality specifications for seamless implementation and tracked project deliverables.
Team Lead (2002–2005): Supervised a team of 11 specialists. Configured 100+ clinical studies using Medidata Rave and established data extraction workflows that reduced errors by 25%.
Importer of luxury silk products and accessories from India.
Managed operations, vendor relations, and sales strategies to expand market share and optimize logistics.
Negotiated vendor contracts for luxury imported goods, reducing costs and lead times by 10%.
Increased customer base by 15% through strategic marketing initiatives and sales campaigns.
Developed data-driven performance dashboards using Excel macros and pivot tables to improve decision-making and streamline inventory management.
Supply Chain ManagementPerformance Tracking
Madrona Solutions, Seattle, WA
Senior ConsultantNovember 2006 – September 2007
A consulting firm specializing in CRM-integrated solutions for business process optimization.
Designed and implemented CRM solutions tailored to client requirements.
Designed, customized, and implemented Microsoft CRM solutions tailored to client requirements, enhancing process efficiency and user adoption.
Performed system testing, wrote validation scripts to ensure scalability, and authored training materials for end-user onboarding.
CRM (Dynamics 365)System Testing
Portfolio
The active companies I'm building today, plus portfolio labs and analytical projects with clear methodology, working surfaces, and honest status labels.
Companies
Datum Pie LLCNevada holding companyBuilding a focused portfolio of data- and AI-driven businesses. DatumPie is now positioned as the parent and innovation company; commercial audits and implementation work flow through Stackend Solutions.Visit datumpiellc.com
Stackend Solutions LLCOperating software consultancyAcquired into the Datum Pie portfolio as the engineering and delivery arm — Revenue Leak Audits, fix sprints, conversion websites, AI workflow automation, QA/security, and contract engineering for outside clients.Visit stackendsolutions.com
Data Analytics Projects
Each project follows the same standard: a documented business case, a working surface or reproducible analysis, clear limitations, and enough methodology for someone else to evaluate the thinking.
The Diamond Road Trip OptimizerPython · Live MLB Stats API · SQLite · Power BIGive it a list of teams, a date window, and a starting city. It pulls the live MLB schedule, matches each game to real stadium coordinates, and builds a distance-optimized road-trip itinerary — flagging any team that can't be reached in time instead of silently dropping it.
The True Breakfast Commodity IndexPython · Live FRED API · pandas · SQLite · Power BIPulls live historical retail prices for six breakfast staples straight from the Federal Reserve's own data system and builds a weighted composite index — benchmarked against Headline and Core CPI — so a single volatile ingredient (like eggs) can't distort the real inflation story.
Bark in the Park Concession OptimizerPython · NumPy · SQLite · SQL · Power BIA statistical proxy model answering a question real point-of-sale data never reveals to outsiders: does a dog-friendly stadium promotion's incremental concession revenue actually cover its added cleaning cost? Simulates a full 81-game season and finds the answer is yes — by a wide margin, driven by a shift toward high-margin specialty items.
I've worked as a Data Analyst, QA Lead, SaaS Consultant, and Small Business Owner. That range isn't something I planned, it's just what happened when I kept saying yes to interesting problems.
Currently, my focus is on corporate strategy, product development, and client delivery as the Founder of Datum Pie LLC. I restructured my operations by acquiring Stackend Solutions LLC, an operating software consultancy, to serve as the dedicated engineering and delivery arm for my software portfolio and for outside clients.
Under the Datum Pie holding company, my current focus is Stackend Solutions' paid service engine — evidence-backed Revenue Leak Audits, fix sprints, custom engineering, QA/QC and security testing, and AI workflow automation — supported by mSm RevenueOS as a private internal operating system. DatumPie portfolio projects are sequenced deliberately and shown with honest status rather than inflated product claims.
I studied Finance and Operation Management from UMass Amherst. My technical toolkit includes SQL, Power BI, and Python, but the skill I rely on most right now is translating between what the data says and what a business actually needs to build to be successful.
Outside of work I'm usually walking or hiking with my dog, Maverick, testing a new recipe, or finding unforgettable meals at restaurants throughout the area.
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