Proof of Usefulness Report

East Village Machine Learning

Analysis completed on 3/19/2026

+68

Proof of Usefulness Score

You're In Business

The submission describes a generic data science consulting agency rather than a highly scalable tech product. Claims such as 'most people have used my product' and an 'all time marketcap' of 2.5M for a 6-person private agency are unsupported, highly exaggerated, and present significant red flags. The lack of verifiable user metrics, custom technology, and precise business details results in a very low PoU score.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+30

Audience Reach Impact+0

Technical Innovation+10

Evidence Of Traction+0

Market Timing Relevance+40

Functional Completeness+0

Subtotal+80

Usefulness Multiplierx0.85

Final Score+68

Project Details

Project URL

eastvillage.ai

Description

Innovation in Data Science is my specialty. From big data analytics strategy and execution to novel machine learning applications and algorithms, I help clients get optimal value from their data in any form.

Algorithm Insights

Market Position

Growing utility with room for optimization

User Engagement

Documented reach suggests active user community

Technical Stack

Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline