Dataconomy
  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
Subscribe
No Result
View All Result
Dataconomy
  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
Subscribe
No Result
View All Result
Dataconomy
No Result
View All Result

Interview with Aerin Kim, Co-Founder of BYOR – AI With The Best 2016

by Juan Salazar
September 10, 2016
in Artificial Intelligence, Contributors, Events
Home Topics Data Science Artificial Intelligence
Share on FacebookShare on TwitterShare on LinkedInShare on WhatsAppShare on e-mail

Interview with Aerin Kim, Co-Founder of BYOR - AI With The Best 2016

AI With The Best is the biggest online conference for data scientist, developers, tech teams and startups happening the 24th & 25th September 2016 bringing you 100 incredible speakers through a novel, online conference platform. Meet Aerin Kim, Data Scientist turned Founder of startup BYOR  (Build Your Own Resume) speaking at AI With The Best, online tech conference about her Phrase2Vec technology. Aerin is building an AI-based resume helper using NLP parsing. When a user uploads her resume on the webapp, it gives suggestions on how to improve your resume regarding its wording or phrases.


Please tell us a bit about your background prior to BYOR and how did you get into data?

I was a NLP data scientist at a startup called Boxfish. I did a lot of Twitter text modeling there and had been fascinated every day by the amount of information that could be gleaned from all the text that people were generating. Because it was a startup, our team was building the product from scratch over many iterations. That training helped me later when I turned my idea into a product (BYOR).

What propelled you to push NLP parsing technology for Resumés?


Join the Partisia Blockchain Hackathon, design the future, gain new skills, and win!


My co-founder and I have been volunteering as resume reviewers and mentors for Columbia University since 2014. Every year, we found there is a pattern for weak resumes and we found ourselves giving students the same advice year after year. We saw an opportunity for some automation in this resume reviewing process.

Also at college career centers, it’s hard to get a one-on-one session with career advisors because the student-to-advisor ratio is hundreds to one. We decided to create a tool that could be used by students to review their resume prior to meeting their career advisors, or as a substitute.

The BYOR project started as the class project for the CS 224d (Dr. Richard Socher) at Stanford. Rohit and I took that class online.

How do you train the word embedding neural networks to find similarities and relations between phrases?

The main way to find similarities and relations between two different phrases is converting them to phrase vectors and then finding the distance between these vectors. There are many different ways to calculate phrase vectors. The simplest way that anyone can try is to first train the word vectors and then weight average those word vectors used in the phrases.

What can BYOR do compared to other CV checkers?

Currently, there is no company that suggests result phrases on a specific sentence. Even AI companies with good amount of funding don’t open their platforms like us. Inviting people to upload any kind of resume and give them suggestions is a challenging problem on many levels and taking it on requires a little bravery.

What traditional CV checkers do is simple keyword extraction or keyword counting to check whether certain words are used or not. They don’t understand the user’s resume line by line semantically.

What’s been the most exciting part of your startup adventure?

The most exciting part is when we improve the “phrase suggestion algorithm” day by day and succeed in generating phrases that make sense.

Also, before the startup, I used to work for a big bank. If you are an employee of a big company, your job description is very narrowly focused. But in a startup, I can experiment with all parts of the product. It has been very exciting for me so far.

Also, it’s amazing to see many people contributing to BYOR voluntarily.

If it’s not a secret, which is your favourite technological setup?   

It’s not a secret. We use python django for web. All NLP/deep learning code is written in python.

To train word vectors, we use code written in C.

What advice would you give to budding AI developers?

If you are AI developer, Applied Math basics are very important for you. Invest some of your time to go over Linear Algebra, Optimization, Probability that you learned during college.

Are you excited about speaking at AI With The Best?

Yes! I like that it’s priced under 100 bucks so that general public can attend. And it’s on the internet!!! People/students shouldn’t need to have sponsors to attend such tech conferences. With The Best line-up is as good as a $3000 conference.

Aerin will be speaking on Sunday 25th 6pm at ai.withthebest.com

Co-Founder Rohit Pandey (ex-LinkedIn) on the Microsoft Azure team will also be speaking at the conference about “Using entropy as a metric for anomaly detection in categorical histogram”

Get a 50% discount in our newsletter!

 

Like this article? Subscribe to our weekly newsletter to never miss out!

Follow @DataconomyMedia

Tags: Aerin KimAI With The Best 2016BYOR

Related Posts

What is ChatGPT Plus, and how to get it? Learn its features, price, and how to join ChatGPT Plus waitlist. Is it worth it? Keep reading and find out

ChatGPT Plus: How does the paid version work?

February 2, 2023
AI Text Classifier: OpenAI's ChatGPT detector can distinguishes AI-generated text

AI Text Classifier: OpenAI’s ChatGPT detector indicates AI-generated text

February 2, 2023
BuzzFeed ChatGPT integration: Buzzfeed stock surges in enthusiasm over OpenAI

BuzzFeed ChatGPT integration: Buzzfeed stock surges after the OpenAI deal

February 2, 2023
What is the Nvidia Eye Contact AI feature? Learn how to get and use the new Nvidia Broadcast feature. Zoom meetings and streams get easier.

Nvidia Eye Contact AI can be the savior of your online meetings

February 2, 2023
How did ChatGPT passed an MBA exam

How did ChatGPT passed an MBA exam?

February 2, 2023
What is AI prompt engineering? Learn how to write a prompt with examples. ChatGPT prompt engineering and more explained in this article.

AI prompt engineering is the key to limitless worlds

February 2, 2023

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

LATEST ARTICLES

Cyberpsychology: The psychological underpinnings of cybersecurity risks

ChatGPT Plus: How does the paid version work?

AI Text Classifier: OpenAI’s ChatGPT detector indicates AI-generated text

A journey worth taking: Shifting from BPM to DPA

BuzzFeed ChatGPT integration: Buzzfeed stock surges after the OpenAI deal

Adversarial machine learning 101: A new cybersecurity frontier

Dataconomy

COPYRIGHT © DATACONOMY MEDIA GMBH, ALL RIGHTS RESERVED.

  • About
  • Imprint
  • Contact
  • Legal & Privacy
  • Partnership
  • Writers wanted

Follow Us

  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
No Result
View All Result
Subscribe

This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy Policy.