Mal Sridhar

All posts by Mal Sridhar

How CircleUp Defines Data Acquisition Strategy

More isn’t always better. And this couldn’t be truer when developing your data strategy. What data even matters? How do you know it matters? Where do data acquirers spend their time? What data do you go after next? Often times, it’s hard to structure these questions cogently without being overwhelmed. At CircleUp, we boil things ...

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, ...

Using Data Science to Test Investing Hypotheses – A CircleUp Capability

Some believe that AI alone will solve age old problems – that enthusiast who watches every single show Netflix recommends. Others trust their own judgement over the recommendation of machines – that cab driver that takes a “secret shortcut” even though Google Maps tells him/her it’s slower. At CircleUp, we believe that it’s the combination ...