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Applied AI Consulting Services

I aim to empower you to launch AI products with confidence and precision, swiftly navigating past the AI hype to secure a dream outcome: more users, superior data quality, and enhanced product development. This approach not only elevates your team but also optimizes time and effort, paving the way for success.

I'm not your typical consultant. For better or for worse, I've been in the trenches more than I'd like, and my goal is to help you minimize regret by sharing my lessons with you and giving you a clear vision on what to invest in and what to build.

Take a look, and shoot me an email about what your team is looking for.

More Background

  • Led feasibility research and integrated AI models like VAE-GAN and GPT-3, boosting revenue by $50M.

  • Oversaw a $400,000 budget for impactful AI data curation.

  • Over three years, I spearheaded the creation of a robust recommendation framework and observability tools, handling 350 million daily requests.

Throughout my career in the tech industry, I've had the privilege of working with both established organizations such as Stitchfix, Meta, and NYU, as well as startups including Rewind AI, Naro, Trunk Tools, New Computer, Modal Labs, and Weights & Biases.

In these collaborations, I've tackled diverse areas including personalization, search, data generation and management, sales, marketing, infrastructure, finance, and agent-based modeling.

What do I do?

My expertise includes retrieval-augmented generation, query understanding, prompt engineering, embedding finetuning, and MLOps observability.

What does working with me look like?

Here are some kinds of projects I can help with:

  • Auditing: Identify gaps in your AI strategy and for example, improving RAG applications and query understanding.
  • Product Vision: Work together to align your product vision with company goals and set up successful data engineering practices.
  • Launch: Ensure observability during launch to collect essential data for a strong data strategy.
  • Coaching: Enhance team performance with goal setting, metric definition, and skills development.
  • Prompt Prototyping: Develop custom prompts and extraction pipelines and evaluations.

Make these decisions with someone who's done it before. Shoot me an email about what problems you're facing and we can set up a time to chat.

What do I offer?

I offer two types of services, depending on your needs:

1. Strategic Consulting

I will help you cut through the bloat of implementing an AI strategy to improve your team's productivity and, in turn, help you grow revenue and increase market cap. Reach out via email to get started.

Here’s what you get:

  • On-Demand Guidance: Asynchronous access, email, slack, adhoc meetings for strategic advice and overcoming challenges.
  • Growth & Efficiency: Enhance your team's skills and streamline AI/ML processes.
  • Expert Network: Connect with leading specialists across various fields to expand your business network.
  • Hiring: Help you understand the quantitative skills needed for upcoming AI and ML roles.

2. Comprehensive Consulting

I work hands-on with your team to help them improve their AI capabilities. This option is perfect for engineering teams looking to accelerate their AI development process, evaluate new technologies, improve their AI capabilities, and train their engineers to think about AI more strategically.

In addition to everything mentioned in strategic consulting, you receive:

  • Quick Prototyping & Research: Rapid feasibility studies and prototype development for AI/ML projects.
  • Data & Production Support: Assistance in building and launching data-driven products, with a focus on continuous improvement and production readiness.
  • Optimization Guidance: Strategies to improve data collection, labeling, and quality.


  • Strategic Consulting - $14,500
  • Comprehensive Consulting: Starting at $46,000

A 50% deposit is required to start, with the remainder payable within 30 days. Monthly billing thereafter. For early stage companies, I'm open to discussing equity if that aligns better with your goals.

If you have further questions get in touch via email or book a call

Current and Past Clients

  • Limitless AI: Limitless AI is a personal memory assistant that helps you remember, organize, and navigate your life.
  • Sandbar: A human-AI interface company
  • Raycast: Raycast is a blazingly fast, totally extendable launcher. It lets you complete tasks, calculate, share common links, and much more.
  • Tensorlake: Build Knowledge for LLMs from un-structured data
  • Dunbar: Dunbar brings your connections together in one place to open doors you didn't know existed.
  • Bytebot: With Bytebot, creating web tasks is as easy as writing a prompt.
  • Naro: Naro sits in the background, using contextual clues to proactively select the right content and messaging for each customer conversation, from emails to meetings.
  • Trunk Tools: Trunk Tools addresses the skilled labor shortage in construction, enhancing workforce productivity through AI-based tools.

  • New Computer: Dot by New Computer is an intelligent guide designed to help you remember, organize, and navigate your life.

  • Retrieve relevant context from the semantic web for your LLM apps with fully hosted embeddings.
  • Modal Labs: Modal specializes in cloud functions, offering a platform for running generative AI models, large-scale batch jobs, and more.
  • Pydantic: Pydantic provides data validation and settings management using Python type annotations, enforcing type hints at runtime with user-friendly error handling.
  • Weights & Biases: Wandb provides a platform for tracking machine learning experiments, offering tools for visualization, comparison, and collaboration in ML projects.

If you have further questions about my past work or what I can do for your project and team, get in touch via email