Technical AI consulting with a human-centered perspective
I can help your team write their first evals, help you design and build your AI product, or provide hands-on support evolving your business.
I understand business and operations, and bring to that hands-on technical expertise in AI products.
In 2023, I founded HelpfulIntelligence to build human-centered AI products. I've been learning and building ever since.
Here's how I can help:
I've been an Information Architect, UX Designer, Software Engineer and C-level executive. But ever since LLMs got good, I've been really loving the hands-on work. Work with teams. Understand the humans. Build the technology.
"In just a few sessions, Peter helped us design a more rigorous and efficient evaluation framework that strengthened our prompt iteration process and improved our overall confidence in model performance."
"When Peter teaches evals, listen up. He's one of the most hands-on teachers and builders I've seen in action."
Designing and building a legal AI product for arbitration, providing in-depth document analysis, case analysis, and decision support.
Outcome: Closed beta, $500M lawsuit actively using the product
Legal Tech · LLMs · RAG
An AI-powered browser with an AI backend for iOS and MacOS, focused on keeping users safe online. Features multiple levels of AI analysis to detect and respond to online threats.
LLMs · Security · Native iOS · Python
Product management for a medical scribe startup, turning doctor-patient encounters into structured clinical documentation. Led user research, requirements, and evaluation setup.
Healthcare · Clinical Documentation · Evals
Helped a team building an AI product that improves campus inclusivity to design and implement their evaluation framework. Combined process consulting with technical consulting.
Evals · Consulting · Education
Transformed a legacy WordPress site with extensive content into a modern AI-enabled experience with data pipelines, automated transcriptions, LLM-generated summaries, and intelligent search.
Outcome: Increased revenue
Publishing · Data Pipelines · LLMs · Search
A RAG chatbot built on LangChain with an innovative UI design, and an AI data pipeline management system that continually ingests and prepares video, audio and book data.
Outcome: 999 experts incorporated
LangChain · Vector Search · Data Pipelines
Developed a custom bioacoustics system that identifies bird calls using a Google-developed bird classification model.
Outcome: 12K species supported
Machine Learning · Audio Processing
Built AI productivity tools that simplify image manipulation workflows at scale for a digital agency.
Outcome: 300 hours/month saved
Automation · Image Models · Process Redesign
Designed and built AI-driven analytics for chatbot conversations.
Outcome: 26K topics analyzed
Gemini · Analytics · API Development
Built a new AI-driven offering to expand market reach for an advertising agency.
Outcome: 2x revenue pitched
Image Gen · Copy Gen · Figma Integration
Implemented a resource optimization and scheduling automation algorithm for a construction business.
Outcome: 280K data points optimized
Optimization Algorithm · Data Integration
