A nerdy, bald programmer with glasses smiling at you like he knows what's going on.

From Idea to Revenue

Transforming your ideas into a reliable, scalable business.

Are you starting from scratch or have an existing project that just can't get over the line? I'm here to help you. I'm a seasoned software engineer and startup operations expert with over 25 years of experience. I've built dozens of systems from the ground up, I've grown and managed teams from 0 to 70 developers, and have helped over 20 startups go from ideation to first paying customers. I have a proven track record of rescuing stalled projects and building scalable software systems that drive business growth.

Quick Answers for Busy Professionals

Struggling with AI, Python, or complex tech? Get concise, expert video feedback on your schedule, without the endless meetings. Solve your immediate challenges and move forward faster.

AI & Tech Quick Answer

Got a specific AI, Python, or tech question holding you back? Stuck in a vibe coding nightmare? Get a direct, expert video answer to get you moving. Perfect for busy professionals who need clarity without the commitment.

  • Best for: A single, focused technical question on AI, Python, or general tech.
  • Process: Submit your question or code snippet. I'll record a personalized video response.
  • Investment: $199
  • Deliverable: A focused 10-15 minute video review by Seth, delivered within 2 business days.

AI & Code Architecture Review

Ensure your AI or software project is built for success. I'll conduct a deep technical audit of your existing codebase, cloud setup, or database schema to identify critical issues, performance bottlenecks, and security risks. Get actionable insights to build a scalable, reliable system.

  • Best for: Existing AI/ML models, Python codebases, APIs, database schemas, or cloud infrastructure.
  • Process: Provide access to your repository, diagrams, and technical context. I'll conduct a thorough review.
  • Investment: $999
  • Deliverable: A detailed video walkthrough and written summary by Seth, delivered within 3 business days.

AI Project Strategic Deep Dive

Planning a new AI initiative or tech project? Get strategic validation before you invest heavily. I'll assess your project plan, technical approach, and feature roadmap to help you avoid common pitfalls, ensure technical feasibility, and align your vision with practical execution.

  • Best for: Evaluating a new AI/ML project idea, product roadmap, or technical strategy before development begins.
  • Process: Submit your project brief, business goals, and proposed technical stack. I'll analyze the complete picture.
  • Investment: $999
  • Deliverable: A detailed video walkthrough and written summary by Seth, delivered within 3 business days.

On-Demand Accessibility Review

Ensure your digital product is inclusive and compliant. This comprehensive review assesses your project's accessibility features against best practices, identifying barriers and providing actionable recommendations to make your platform usable for everyone.

  • Best for: Ensuring your project is accessible to all users, including those with disabilities.
  • Process: Submit your project details, and I'll conduct a thorough accessibility audit.
  • Investment: $999
  • Deliverable: A video walkthrough and written summary by Sarah, delivered within 3 business days.

On-Demand UX Review

Optimize your product for user satisfaction and engagement. This review provides a comprehensive assessment of your project's user experience, identifying pain points and opportunities to enhance usability, intuitiveness, and overall user delight.

  • Best for: Improving user satisfaction, engagement, and conversion rates.
  • Process: Submit your project details, and I'll conduct a thorough UX audit.
  • Investment: $999
  • Deliverable: A video walkthrough and written summary by Sarah, delivered within 3 business days.

On-Demand UI Review

Elevate your product's visual appeal and interface design. This review focuses on your project's user interface, providing expert feedback on visual consistency, responsiveness, and overall aesthetic to ensure a polished and professional user experience.

  • Best for: Enhancing visual design, brand consistency, and user interface polish.
  • Process: Submit your project details, and I'll conduct a thorough UI audit.
  • Investment: $999
  • Deliverable: A video walkthrough and written summary by Sarah, delivered within 3 business days.

Areas of Focus

Early-stage Startups
Large Language Models
Machine Vision
ML Training Pipelines
Python APIs
Really Big Databases
Cloud (AWS, Azure, GCP)
Natural Language Processing

The Sweet Spot

I've worked in the tech industry long enough to know that every project doesn't need my help. I'm most effective when working with small to medium business who have projects in the early stages. I can help you avoid common pitfalls and get your project off the ground quickly and efficiently. Typically, an engagement lasts from 2 - 6 months, costs in the $50,000 - $200,000 range, and wraps with a production-ready system. I also offer on-demand reviews for those times when you just need a quick expert opinion to get unstuck. Check out the details below to see how I can help you.

If you want more insights into how I think and work, feel free to peruse my essays & articles on AI, Machine Learning, and Startup Growth »

Solutions That Match Your Needs

Whether you need a quick expert opinion or a full hands-on implementation, my services are structured to provide the right level of support. Start with an on-demand review to get unstuck, or engage me on a project basis to bring your system to life.

Project Highlights

residential real estate

residential real estate

I developed a custom real estate valuation model that uses machine learning to predict the price of residential properties for a residential real estate investment company.

machine learning real estate python data science
commercial real estate

commercial real estate

I lead a team that developed multiple valuation models for a commercial insurance company that uses machine learning to predict the total value of portfolios commercial properties.

machine learning real estate python data science
parking machine vision

parking machine vision

I developed a machine vision solution using off-the-shelf cameras and custom machine vision models that identified individual vehicles where license plate readers wouldn't fit.

machine vision internet of things ensemble models parking python data science
fitness wearable

fitness wearable

I worked on a team that designed and developed a custom fitness wearable with a custom ML model that could be updated near real-time with user-specific models from the cloud.

machine learning internet of things wearables python data science
robotics training pipeline

robotics training pipeline

I built a custom labeling and training pipeline with custom APIs for a robotics machine vision application that expedited pipe thread inspection tasks for oil and gas pipeline company.

machine vision robotics labeling python data science
llm surveys

llm surveys

I designed and developed an LLM persona generation, survey answering, and summarization sytem for a market research firm that outpaced human-surveys by orders of magnitude.

large language models apis ensemble models python data science

Project Engagements

For when you need dedicated, hands-on support to build, rescue, or guide your startup's technical initiatives.

Implementation Sprint

When you need hands-on help building your software solution

  • • 1-month focused development sprint
  • • Direct access to my expertise
  • • Daily progress updates
  • • Knowledge transfer to your team
  • Investment: Starting at $12,500/month
  • Deliverable: Production-ready code and documentation

Strategic Advisory Retainer

Ongoing guidance for complex startup initiatives

  • • Weekly strategy sessions
  • • Architecture review
  • • Team mentoring
  • • Priority access for technical questions
  • Investment: $3,000/month
  • Deliverable: Regular progress reports and strategic recommendations

Let's get the conversation started

Have a question or ready to discuss your project? Fill out the form below and I'll get back to you within 24 hours.