The data layer your business needs. Built by one person, faster than you think.
I embed in your domain for 60-90 days and build the analytical tools your operators need — without a team, without the timeline.
What I Build
Purpose-built for operators who know their domain but can't afford a full data team
Domain Intelligence Tools
I learn your industry, then build tools that make your operators smarter at their actual job. Not generic dashboards — purpose-built systems for how your team actually works.
AI-Powered Applications
Full-stack web apps with embedded AI workflows, shipped in weeks. From predictive scoring to automated reporting to live analytics platforms.
Data Infrastructure
Pipelines, warehouses, and automated data layers that connect your fragmented systems into one source of truth your team can actually query.
Industries We Serve
Deep expertise across key sectors
Solar & Renewable Energy
- Pipeline forecasting
- Installer performance analytics
- Equipment demand modeling
- Cycle time optimization
Financial Services
- Loan analytics
- Risk modeling
- Deal screening automation
- Portfolio grading systems
Case Studies
Real results from real projects
Solar Installer Forecasting Engine
Challenge
No visibility into future installation completions
Solution
Built forecasting system with user-controllable conversion rates, seasonality, and growth factors
Result
6-month forward visibility per installer
MCA Loan Analytics Platform
Challenge
Manual reconciliation and no risk visibility
Solution
Automated grading system with ROI scoring and correlation analysis
Result
Real-time loan tracking + default prediction
Unified Operations Dashboard
Challenge
Data scattered across CRM, accounting, and ops systems
Solution
Single data layer connecting QuickBooks, HubSpot, and custom APIs
Result
One source of truth for executives
Live Projects
Built and maintained by Nektar — explore them now
DroughtWatch
Real-time NCAA basketball scoring drought analytics. Tracks 350+ teams, surfaces drought-influenced games, and predicts drought risk — with a live March Madness tracker.
350+
Teams Tracked
5,000+
Games Analyzed
Every 30s
Live Updates
OC Tendencies
Play-calling tendency profiles for Big 12 offensive coordinators. 111K+ plays analyzed across 23 coaches — run/pass splits, EPA, red zone, 3rd down, and game-script patterns.
111K+
Plays Analyzed
23
Coaches Profiled
40+
Situations Tracked
Our Process
A proven methodology from discovery to results
Discovery
Understand your business, challenges, and goals
Analysis
Deep dive into your data landscape and opportunities
Strategy
Develop a tailored roadmap and solution design
Implementation
Build, test, and deploy your data solution
Results
Deliver insights and measure impact
About Me
Senior data scientist specializing in turning complex data into clear business decisions. With experience spanning solar energy, financial services, and operations analytics, I've helped companies unlock actionable insights that drive growth and operational efficiency.
I combine technical expertise in statistics, machine learning, and data engineering with a deep understanding of business strategy. My approach focuses on solving real problems, not just building dashboards—ensuring every data solution delivers measurable business value.