Il Gu Yi
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Il Gu Yi Email & Phone Number

AI Researcher at PharmCADD at PharmCADD
Location: South Korea, Korea, Korea, Republic Of 6 work roles 3 schools
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Current company
Role
AI Researcher at PharmCADD
Location
South Korea, Korea, Korea, Republic Of
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Who is Il Gu Yi? Overview

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Quick answer

Il Gu Yi is listed as AI Researcher at PharmCADD at PharmCADD, a company with 19 employees, based in South Korea, Korea, Korea, Republic Of. AeroLeads shows a matched LinkedIn profile for Il Gu Yi.

Il Gu Yi previously worked as AI Researcher at Pharmcadd and AI Researcher at Arontier. Il Gu Yi holds Doctor Of Philosophy (Ph.D.), Statistical Physics from Sungkyunkwan University.

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Email format at PharmCADD

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PharmCADD

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Profile bio

About Il Gu Yi

I'm a deep learning reseacher at PharmCADD.Research Interests:* Generative models for molecules* Graph neural networks* Reinforcement learning

Listed skills include Python, Latex, Data Analysis, R, and 10 others.

Current workplace

Il Gu Yi's current company

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PharmCADD
Pharmcadd
AI Researcher at PharmCADD
Website
Employees
19
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6 roles

Il Gu Yi work experience

A career timeline built from the work history available for this profile.

Ai Researcher

Current

Seoul, South Korea

* Researched about target based small molecule generative models for de novo design - SMILES based de novo generation - Graph based de novo generation* Researched molecule properties prediction model using Graphormer - Added new algorithms* Special lecture in Lectures on AI-driven Drug Discovery (LAIDD) program - Title: Deep Learning Based Molecular.

Dec 2020 - Present

Ai Researcher

Seoul, South Korea

* Researched target based small molecule generative models for de novo design - Genertive models: used autoregressive models, VAE, GAN - NLP models: transformer based (Bert, GPT) models - Graph based models and reinforcement learning* Protein Design - Researched new model that can generate sequences given backbone structure - Used graph based model and.

Aug 2019 - Nov 2020

Ai Researcher

Seoul, South Korea

* Researched generative models* Lecture on generative models* GTA Lab leader in Modulabs - Researched music generation - Researched music source separation

Oct 2017 - Jul 2019

Deep Learning Researcher

Continuum A.I.

Geumcheon-gu, Seoul, Korea

* Computer Vision based on Deep Learning - Image classification - Object detection - Activity classification - Body part detection - Image captioning - Generative Adversarial Networks

Feb 2016 - Sep 2017
Team & coworkers

Colleagues at PharmCADD

Other employees you can reach at pharmcadd.com. View company contacts for 19 employees →

3 education records

Il Gu Yi education

Doctor Of Philosophy (Ph.D.), Statistical Physics

Thesis: Statistical physics approach to financial markets Advisor: Beom Jun Kim

FAQ

Frequently asked questions about Il Gu Yi

Quick answers generated from the profile data available on this page.

What company does Il Gu Yi work for?

Il Gu Yi works for PharmCADD.

What is Il Gu Yi's role at PharmCADD?

Il Gu Yi is listed as AI Researcher at PharmCADD at PharmCADD.

Where is Il Gu Yi based?

Il Gu Yi is based in South Korea, Korea, Korea, Republic Of while working with PharmCADD.

What companies has Il Gu Yi worked for?

Il Gu Yi has worked for Pharmcadd, Arontier, 모두의연구소, Continuum A.I., and Lig Insurance Co., Ltd..

Who are Il Gu Yi's colleagues at PharmCADD?

Il Gu Yi's colleagues at PharmCADD include Subin Jeong, Navaneet Chaturvedi, 김천호, Ramesh M, and Swetha Sanam.

How can I contact Il Gu Yi?

You can use AeroLeads to view verified contact signals for Il Gu Yi at PharmCADD, including work email, phone, and LinkedIn data when available.

What schools did Il Gu Yi attend?

Il Gu Yi holds Doctor Of Philosophy (Ph.D.), Statistical Physics from Sungkyunkwan University.

What skills is Il Gu Yi known for?

Il Gu Yi is listed with skills including Python, Latex, Data Analysis, R, Stochastic Processes, Machine Learning, Financial Data, and Statistical Physics.

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