Bindu Reddy

Founder & CEO, Abacus.AI · 1 appearance on the record.

computed by AI from the episodes · how this works → · full disclaimer →

founderexecutiveengineer@bindureddy ↗LinkedIn ↗abacus.ai ↗

Before founding Abacus.AI, Reddy was General Manager for AI Verticals at AWS, where her team launched Amazon Personalize and Amazon Forecast, and led product for Google Apps. She also co-founded Post Intelligence, which was acquired by Uber in 2017.

8statements → 5claims → 2claims resolved → 3.88/5average certainty → 2.12/5average debate potential → ≈4.5/5argument clarity, estimated →

1 supported 1 partly supported 0 contradicted 3 not checkable as stated how the 5 claims stand · each chip opens the sources

2 predictions · 3 assertions · 1 opinion · 2 insights · every statement was checked. The predictions and assertions are the 5 claims: statements the public record can support or contradict. 2 are resolved, and 3 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Bindu argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported

An Abacus.AI co-founder is the original creator of Google BigQuery

“One of our co-founders is the founder of BigQuery.”

Bindu Reddy Apr 5, 2021 ▶ 12:18 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Expressed certainty vs assessment result

none yet certainty 1

none yet certainty 2

none yet certainty 3

50% certainty 4

100% certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

How they sound: speaking style how? →

269 words/min while actually speaking · 45 um and uh per 1k words

No argument clarity score for Bindu Reddy: only 6 usable question→answer exchanges on raw tape (a fair score needs 8+). We do not score a sample that small. Roundtable and news formats yield far fewer direct exchanges than interviews. Their coarse estimate from 6 raw tape exchanges is ≈4.5/5, shown at half point precision because the sample is small.

Measured by listening to the audio itself: 4,960 words across 1 episode of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

What they said8 Episodes1

Everything Bindu Reddy said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

Assertion Not checkable as stated

95% of machine learning models at Google and Facebook are neural nets

“So if you look at a company like Google or Facebook, almost all of their models, like, 95% of their models are neural net based.”

Bindu Reddy Apr 5, 2021 ▶ 7:12 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Insight

10,000 data points is the threshold to start building machine learning models

“If you have 10,000 data points, that's my rule of thumb. If you have 10,000 data points, you're ready to build a model.”

Bindu Reddy Apr 5, 2021 ▶ 21:00 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Opinion

Bindu Reddy considers H2O.ai and DataRobot to be non-competitors to Abacus.AI

“So if somebody actually knows our space, but HTO and data robot are really, we, I mean, maybe they consider themselves our competitors. We like to think of them as non-competitors. The reason for that is their real focus, as you probably may know, is on the au…”

Bindu Reddy Apr 5, 2021 ▶ 26:31 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Insight

Data processing and wrangling is the most problematic part of machine learning

“AutoML is one piece of this, which is finding the right model based on your data. We actually automate the whole end-to-end, and most of the chunk of the work we do is in the data processing wrangling management, which, you know, if you guys are a data scienti…”

Bindu Reddy Apr 5, 2021 ▶ 10:58 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Prediction Not checkable as stated

Machine learning models for images and language will soon require less data

“So, ah, you know, I think the state of the art is moving very rapidly, ah, and so that you can, like, teach models with less and less data, and this will be the case for both images and language very soon.”

Bindu Reddy Apr 5, 2021 ▶ 25:15 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Prediction Not checkable as stated

Real-time transformation tools for large data volumes are the next big trend

“Anything and everything which helps you do data transformations on large amounts of data in real time, I think is going to be the big thing, and sooner or later we're going to figure something out there.”

Bindu Reddy Apr 5, 2021 ▶ 29:46 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Assertion Supported

An Abacus.AI co-founder is the original creator of Google BigQuery

“One of our co-founders is the founder of BigQuery.”

Bindu Reddy Apr 5, 2021 ▶ 12:18 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Assertion Partly supported

Pinterest uses AWS exclusively for its cloud infrastructure

“Pinterest of course only uses AWS, as they've mentioned.”

Bindu Reddy Apr 5, 2021 ▶ 15:52 Fireside Chat: Bindu Reddy (Founder & CEO, Abacus.AI) with Matt Turck (Partner, FirstMark)

Appearances (1)