Results for: entity resolution

Entity Resolution – The Foundation of Helio

By Raquel Rodriguez, Ryan Munro, and Emma Stubbs  Since inception, CircleUp has taken on a meaty technical challenge that we call entity resolution – sounds boring right? It’s not. Entity resolution is the process of distinguishing between unique brands or “entities” and accurately assigning data from dispersed sources to each brand. But the scope of ...

Helio Found Liquid I.V. in 2017, What Does The Data Say in 2020?

It was announced today that Liquid I.V., the leading better-for-you electrolyte drink mix brand, has signed an agreement to be acquired by Unilever. We’re extremely excited to congratulate Brandin and team on the company they have built. Liquid I.V. is a standout brand in CircleUp Growth Partners’ portfolio and a great example of how we ...

On Data, Unicorns and Granola Bars

A quant’s journey in the private markets After a career spent applying systematic and data driven techniques to investing in the public markets, I am now on a path to do the same in the private markets. The time is now for quantitative investing to begin, in earnest, the disruption of the private markets. The ...

CircleUp at Grace Hopper: The Degree of Interpretability in ML depending on your Problem Space

Earlier this year, we hinted that our Product Manager, Malavica Sridhar, was presenting at the annual Grace Hopper conference this fall in Houston, TX. The following is adapted from her presentation. Introduction: Why Interpretability Matters At CircleUp, our goal is to systematize early-stage private-market investing. In other words, we’d like to use data to efficiently, ...

The Data Advantage – Moats, Tigers, and Truffles

CircleUp has spent the last six years building a data moat – a vast pool of data that prevents others from invading. Data is our primary asset and is the backbone of the machine learning platform we call Helio. But these days there is nothing unique about collecting and storing absurd quantities of data. “Voluminous” ...

Building A Robust Data Pipeline – A CircleUp Capability

In my time at CircleUp I’ve seen tremendous transformation. I’ve seen the construction of our data pipelines from the ground up and I’ve watched us evolve into a data-obsessed organization – from ingesting megabytes to gigabytes to terabytes of data, from a single schema-on-write Postgres database to a schema-on-read data lake in S3. CircleUp’s key ...

CircleUp’s Women in Tech Compilation

The Grace Hopper Celebration is an annual 3-day event celebrating women in technology. It is a really big deal – the world’s largest gathering of women technologists which sells out in a matter of minutes. It presents topics including FinTech, ML, VR, IoT, HCI, and hardware and explores the ways in which women fit into said industries. ...

Helio: Where it is today and where it’s going

In September of this year a compilation video of failed SpaceX rocket landings was uploaded to YouTube. The video featured rocket after rocket going up in smoke and flames all set to the Monty Python theme song. To me, the most interesting thing about the video wasn’t the explosions, it was the fact that the ...

Helio: What Makes It Defensible?

In 1886, Atlanta pharmacist John Pemberton combined a wide range of ingredients to create the now world-famous Coca-Cola.  Coke has kept their soft drink formula a secret ever since and today the recipe sits locked away in a vault in Atlanta.  While there have been countless other soft drink manufacturers that have tried to create ...

Helio: Where does the data come from?

Earlier this year, we introduced our machine learning platform Helio to the world. We’ve been building Helio for years, so we were thrilled to finally be able to talk about it publicly.  Since that introduction, we’ve published a wide variety of different insights powered by Helio on everything from fashion to food to product reviews. ...