We are a boutique data science consulting firm providing end-to-end support throughout a product’s lifecycle, from quick exploratory prototypes to production-level algorithms for firmware and the cloud.
We bring decades of experience in delivering elegent solutions to complex, ambiguous problems. Our partners range from Fortune 500 companies to early-stage startups.
We love breaking down problems and turning them into elegant solutions. Here are a few of our favorite examples.
MLOPS Pipelines
We developed a highly optimized, scalable machine learning pipeline for analyzing running sensor data.
Edge Algorithm Development
We developed algorithms for precise dosing of inhaled substances for a medical startup.
ML and AI
We built a temporal, residual, fully convolutional neural network for high frequency sensor analysis.
Algorithm R&D & Prototyping
We built and deployed algorithms for a wearable device that predicts a user's intended movement.
Cloud Algorithm Development
We prototyped a lab information management system for machine-learning-in-the-loop analysis in a wet lab.
ML and AI
We wrote algorithms for augmenting human movement for an FDA 510k-cleared medical device.
Algorithm R&D & Prototyping
We built compression pipelines enabling high quality data streaming in low power embedded devices.
Data Science and Statistics
We created a statistical simulator to model a lab experiment in biochemisry unlocking new insights into process controls.
Algorithm R&D & Prototyping
We created a Python simulation of a C environment for rapid and confident deployment of algorithms to an MCU.
At Edge Analytics, we bring a team of diverse backgrounds. Our PhD-level engineers bring decades of knowledge and experience.
Degrees
Publications
Patents
Join the team.
Edge Analytics has full-stack expertise. They not only helped improve our predictive ML algorithms, but also think through the full design and business considerations of our product.
Jason S.
CEO at Saiva
The team is a true Tiger team composed of the smartest people I’ve met. If you need help solving a problem in data science, ML or algorithms, they’re your solution.
Fabien L.
Firmware Engineer at Cionic
Edge does amazing work! If you need embed machine learning expertise this is the team to work with.
Adam T.
Fellow at Nike
[They] have a deep clinical and ML knowledge that are an amazing asset...great clarity in thought that is super useful on both the Product and Engineering side!
Jake R.
CTO at Saiva
Lina Colucci and her team at Edge Analytics work on some of the coolest tech out there.
Chao H.
Partner at Swenson He
Awesome team to work with! Can’t recommend them enough.
Jocelyn M.
Staff Engineer at Cionic
This is a dynamite team!!! Hire them to solve your hard data problems if you can!!
Nate F.
CTO at Ribbon
We're passionate about learning and spreading knowledge. Check out our blogs and videos.
At Edge Analytics, we’re using GPT-3 and other cutting-edge NLP technologies to create end-to-end solutions. We have helped multiple companies build solutions that leverage GPT-3 and our resident expert, Alex Browne, has put together a series of helpful articles...
GPT-3 stands for “Generative Pre-trained Transformer 3”. It was created by OpenAI and at the time of writing is the largest model of its kind, consisting of over 175 billion parameters. It was also pre-trained using one of the largest text corpuses ever...
CPUs compute along one-dimension: sequentially in time. Algorithms are broken down into instructions that are always loaded and executed one after another. In the future, computation in two-dimensions (2D) will be the norm via hardware (HW) accelerators that support parallel execution over space...
I moved to the USA in 2000 because my dad got a job at IDEO, the legendary product design consultancy that developed the first Apple mouse. IDEO’s founder David Kelley started the company because he wanted to work with his friends. I remember hearing this as a 10-year-old and thinking...
Edge Analytics was born out of a simple desire to work with our friends and do things together that make a positive difference in the world. We are a team of ~10 data scientists with engineering backgrounds that helps companies commercialize technologies into products. Some of the highlights of our work this past year...
This is part two of a series on how to get the most out of GPT-3 for text classification tasks (Part 1, Part 3). In this post, we’ll talk about how to use a feature of the GPT-3 playground — probability spectrums — to fine-tune prompts and improve performance...
At Edge Analytics, we specialize in data science, machine learning, and algorithm development both on the edge and in the cloud. We provide end-to-end support throughout a product’s lifecycle, from quick exploratory prototypes to production-level AI/ML algorithms. While we use a variety of tools...