We're a place where coders share, stay up-to-date and grow their careers.
Engineer / ex-Airbnb
Education
UC Berkeley
Work
ex-Airbnb
All private interactions must abide by the code of conduct.
Skills/Languages
AI, ML, Python, React, Ruby on Rails
LOL this is awesome!
Apr 1
Is this why Spotify always sends me such dope beats?
Mar 31
Everyone has users. Everyone wants 100% retention. Everyone n...
Mar 23
This is one of the feature engineering techniques I use for a...
Mar 22
Did fortune tellers back in the day just use AI models to pre...
Mar 17
Interesting point. Can you share a few? Just curious.
Jan 28
What are some ideas you have for a killer app?
I think you’re right. The Metaverse is just a digital univers...
I think AR will become first widely adopted. Then VR will fol...
First, it’ll start with AR. As more high powered VR headsets ...
Haha a lot of companies looking into it; Apple, Microsoft, FB.
The Metaverse will produce unfathomable quantities of data. H...
So good. This is great for DIY churn. Or you can skip the blo...
Jan 27
Cyber warfare is a big deal. It isn’t considered a normal att...
Jan 24
🤷
Jan 20
lol
Becoming a DJ just got easier.
This is very much needed.
Jan 14
A lot of science fiction stories use AI or augmented humans t...
Jan 13
Confusion matrices can be confusing at first. But once you un...
Jan 12
Churn prevention is so hot right now.
Jan 8
Having a Tesla drive you around is one of the most magical fe...
Dec 23 '21
A very common and high value use case for ML.
Dec 17 '21
COVID has had a huge negative impact on mental health.
Dec 16 '21
If you know these steps, then you’re already on your way to b...
Dec 10 '21
Dates are very tricky to work with. But if done right, can ha...
Dec 3 '21
Very timely article as it’s currently a buyer’s market. In ot...
Nov 25 '21
This is very important for maximizing your model’s performanc...
Nov 19 '21
Very helpful techniques all product developers should know.
Nov 12 '21
As a hardcore developer myself, I’ve never been afraid of too...
Nov 11 '21
Writing tech design docs (and any other docs) is super key to...
Nov 10 '21
When I first started off building ML models, it was so hard t...
Nov 2 '21
Help your team help you. A good process will make it easier f...
Oct 29 '21
If you’re a dev in growth, this one is for you!
Oct 28 '21
I wish all my past interviews were like this. I didn’t pass s...
Oct 26 '21
LOL!
Oct 22 '21
Love the developer education content!!!
This article helps get started with feature engineering aka a...
Sep 30 '21
I’ve always wondered how startups configure their CI/CD pipel...
Sep 28 '21
This article is super helpful. Learning Pandas makes working ...
Sep 23 '21
Spark is very mysterious before you actually use it. When you...
Sep 21 '21
This is super helpful for generating additional training data!
Sep 14 '21
Really cool to see how to build an AI tool from scratch.
Sep 9 '21
Wow, this is some advanced ML. Thank you for sharing. More on...
Sep 7 '21
Fire!!!!
Sep 3 '21
Agree! That‘s why when we "Code more and build things", I be...
So many great lessons!!! These are all applicable to other ca...
Sep 2 '21
"continually bring it up in conversations about upcoming work...
Thanks for sharing!
Aug 31 '21
"While it wasn't in the article, connecting teams back to the...
It’s awesome to see how other companies and more experienced ...
Aug 25 '21
All 51 comments
League of Legends rank(ing) guide
LOL this is awesome!
Music genre classification
Is this why Spotify always sends me such dope beats?
Machine learning (ML) applications: customer churn prediction
Everyone has users. Everyone wants 100% retention. Everyone n...
Feature Engineering - Expand category column
This is one of the feature engineering techniques I use for a...
Machine learning (ML) applications: ranking
Did fortune tellers back in the day just use AI models to pre...
Is the Metaverse the future of technology?
Interesting point. Can you share a few? Just curious.
Is the Metaverse the future of technology?
What are some ideas you have for a killer app?
Is the Metaverse the future of technology?
I think you’re right. The Metaverse is just a digital univers...
Is the Metaverse the future of technology?
I think AR will become first widely adopted. Then VR will fol...
Is the Metaverse the future of technology?
First, it’ll start with AR. As more high powered VR headsets ...
Is the Metaverse the future of technology?
Haha a lot of companies looking into it; Apple, Microsoft, FB.
Is the Metaverse the future of technology?
The Metaverse will produce unfathomable quantities of data. H...
Guide to Churn Prediction : Part 4 — Graphical analysis
So good. This is great for DIY churn. Or you can skip the blo...
How is AI being used to fight against cyber attacks?
Cyber warfare is a big deal. It isn’t considered a normal att...
How is AI used to generate music?
🤷
How is AI used to generate music?
lol
How is AI used to generate music?
Becoming a DJ just got easier.
How AI is used for mental health therapy
This is very much needed.
How is AI being used in space exploration?
A lot of science fiction stories use AI or augmented humans t...
Guide to Model Metrics - Part 1: Matrix performance
Confusion matrices can be confusing at first. But once you un...
Guide to Churn Prediction: Part 3 — Descriptive statistical analysis
Churn prevention is so hot right now.
How does AI impact self-driving cars?
Having a Tesla drive you around is one of the most magical fe...
Guide to Churn Prediction : Part 1 — Gather & Clean
A very common and high value use case for ML.
How has COVID accelerated use of AI for mental health?
COVID has had a huge negative impact on mental health.
10 steps to build and optimize a ML model
If you know these steps, then you’re already on your way to b...
Guide to model training: Part 4 — Ditching datetime
Dates are very tricky to work with. But if done right, can ha...
How is AI used for hiring?
Very timely article as it’s currently a buyer’s market. In ot...
Guide to model training: Part 3 — Estimating your missing data
This is very important for maximizing your model’s performanc...
Product developer’s guide to model training: Scaling numerical data
Very helpful techniques all product developers should know.
The Future of Programming: Low Code AI Tools
As a hardcore developer myself, I’ve never been afraid of too...
How to write technical design docs
Writing tech design docs (and any other docs) is super key to...
End-to-end machine learning lifecycle
When I first started off building ML models, it was so hard t...
How to do pull request reviews
Help your team help you. A good process will make it easier f...
Product developers’ guide to customize data for AI - Part 3: Merge multiple dataframes
If you’re a dev in growth, this one is for you!
Technical interviews devs enjoy
I wish all my past interviews were like this. I didn’t pass s...
Product developers’ guide to cross joins
LOL!
Product developers’ guide to cross joins
Love the developer education content!!!
Product developers’ guide to getting started with AI — Part 3: Terraforming dataframes
This article helps get started with feature engineering aka a...
CI/CD: Automating our build and deploy process
I’ve always wondered how startups configure their CI/CD pipel...
Product developers’ guide to getting started with AI — Part 2: Surfing through dataframes
This article is super helpful. Learning Pandas makes working ...
How to use Spark and Pandas to prepare big data
Spark is very mysterious before you actually use it. When you...
A Visualizer for PyTorch Image Transformations
This is super helpful for generating additional training data!
Light Bulb 💡: Machine learning made easy
Really cool to see how to build an AI tool from scratch.
Explorations in Knowledge Distillation
Wow, this is some advanced ML. Thank you for sharing. More on...
Welcome Thread - v138
Fire!!!!
6 things to do as a product developer to accelerate your career
Agree! That‘s why when we "Code more and build things", I be...
6 things to do as a product developer to accelerate your career
So many great lessons!!! These are all applicable to other ca...
How we organize our software development process
"continually bring it up in conversations about upcoming work...
How we organize our software development process
Thanks for sharing!
How we organize our software development process
"While it wasn't in the article, connecting teams back to the...
How we organize our software development process
It’s awesome to see how other companies and more experienced ...