Insight certainty 3/5 debate potential 3/5

Masood: Open source projects are among the most efficiently run software projects

Iba Masood · 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning · Sep 23, 2018 · at 4:50

Iba Masood explains the founding thesis behind training Tara Intelligence's software scoping models on open source repositories.

0:00 / 0:24exact quote · 24.1s
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“We, as a company, we have this hypothesis that open source projects are one of the most efficiently run projects as a whole, because Typically when people are pursuing side projects, they have a timeline and they need to get things done quickly, but they like to also pursue shortcuts shortcuts that are actually efficient in nature that can use some level of open source code to get to get to where you need to be.”

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More from Iba Masood

Assertion Not checkable as stated
Masood: Product managers spend roughly 70% of their time on project scoping
“We had about 10 to 15 contractors early on that were actually, you know, running the scoping process. And we were comparing results between what the AI could do versus what human product managers were mapping out. And what we found was that there was about 70%…”
Iba Masood Sep 23, 2018 ▶ 4:16 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
Insight
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“Plus we found that companies were more willing to allow AI to make the recruiting decision when it was primarily for freelance positions. So even with full time, they were still not willing to like Allow an algorithm to recruit developers specifically that wer…”
Iba Masood Sep 23, 2018 ▶ 7:55 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
Prediction Not checkable as stated
Masood: Tara will grow from $80K to $140K MRR within two months
“And so from, but we're actually going to go from 80 K to about a 140 K in the next two months because of the enterprise deals that we're almost about to close.”
Iba Masood Sep 23, 2018 ▶ 15:54 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
Assertion Not checkable as stated
Masood: Freelance developers regularly cross-list across Toptal and Tara
“We have TopTile developers on our platform too. It's not like every developer just joins one platform. They usually join multiple.”
Iba Masood Sep 23, 2018 ▶ 19:15 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
Insight
Masood: Building a machine learning platform takes two to three years
“We started developing the product in 2015 because it takes two to three years just to build out an ML platform.”
Iba Masood Sep 23, 2018 ▶ 20:37 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
Disclosure
Masood: Tara Intelligence has roughly 8% monthly logo churn
“We're at about eight percent churn.”
Iba Masood Sep 23, 2018 ▶ 22:46 1156 YC Alum Burning $110k/mo in Cash To Scope Projects and Place Dev Talent Using Machine Learning
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