Make the most of Data and AI in your business

Whether your company is initiating a new AI project, taking an existing one to the next level or preparing to scale up, we can help you take ideas from the whiteboard to production systems. Our first priority is the intended business result, whether it is improving addressable markets, sales, time to market or unit economics.

Services

  • Roadmap: we conduct a joint deep dive into your data, environment, and goals. Deliverable: a brief written report describing one or two priority projects, the top risks to mitigate, and promising methods. This aims to be concrete enough to start a project.
  • Methods review: one day study of the algorithmic approaches currently in practice. Deliverable: a report outlining easy improvements, directions for future improvement and risks/blindspots.
  • Ongoing expert support: for a fixed cost per month, we will guide key research processes: review experimental results, suggest next directions, and answer questions.
  • Bespoke contracting: implement advanced AI methods, dive into data or coach your staff.

About me

My approach is based on years of experience. I have:

  • Helped startups begin their ML journeys, including one later acquired by Microsoft.
  • Helped executive team quantify the financial impact of their service, leveraging data to drive adoption.
  • Improved prediction and planning in automated trading systems.
  • Mentored individuals, founded teams, and created courseware to improve organizational performance.
  • Invented, implemented and analyzed algorithms in the areas of robust ML, stochastic optimization, sparse representations, and published this work in top tier ML venues.

See my LinkedIn profile for more information about my professional experience, or my Publications for the public research.

Testimonials

"What concerns were top of mind when we contacted Daniel for help apply ML at Quest Mindshare? We were looking at someone with a lot of experience that could also teach so that we could start to onboard the knowledge rather than someone build it for us and bail and then we wouldn't know how it works or more importantly, why it works.

After Daniel and I did a methods review session, where we looked at our efforts so far, I had a better idea of the types of questions that I need to ask, and had learned about a whole set of unknown unknowns. This helped me direct my own learning going forward.

Would I recommend Daniel's services to others in a similar position? Yes, definitely. Especially for companies like ours that don't have the need for a full-time ML expert, this is the perfect solution. Get someone in to help you understand what questions to ask about the data etc and get you going on the path, with an option for hands-on follow up sessions as needed." Jayd Lawrence, Staff Software Engineer at Quest Global Research Corp

“Having an expert there to help guide us to understand if we were thinking about something the right way was hugely valuable”: Jason Maier, Head of Research at Uneven Labs , about a project I partnered with Erik and Tribe.ai on.

"I happened to know Daniel from the Technion where he was part of the Excellence program. It took some time to convince him to join the team, but it was worth it. He is one of the most technically brilliant people I have worked with, fast-learning, meticulous, responsible, and also good in working remotely. Daniel a send-and-forget type of person understanding the task on the fly and coming back with results quickly." Michael Bronstein, DeepMind Professor of AI, Oxford / Serial startupper

Go ahead and get in touch!

Email me, schedule us an initial meeting, or leave me a note below and sign up to hear more.