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commvault
Data Scientist
June 29, 2026 – Present
dopamine-rl
March 17, 2023 – December 1, 2023
Reinforcement learning algorithms for simulating dopamine responses
View ProjectSKKU_Trip_Checker
September 14, 2022 – December 3, 2022
Real-time Congestion Checker for Popular Places
View ProjectNeuroAE
September 13, 2022 – December 21, 2022
Simple autoencoder that can generate latent vectors of time-scale firing rate data from multiple neurons
View ProjectRLbench
March 23, 2022 – January 16, 2024
A simple reinforcement learning benchmark framework (under development)
View Project2022spring_42class_team1
March 17, 2022 – May 15, 2022
Repository of Team 1, SWE3002-42: Introduction to Software Engineering, Spring 2022, Sungkyunkwan University
View ProjectConv-Autoencoder-for-Mel-Spectrogram
January 26, 2022 – February 13, 2022
Convolutional autoencoder for encoding latent vector of Mel Spectrogram
View Projectcognitive-tasks-rnn
January 15, 2022 – January 28, 2022
Simple implementation of Yang, et al. (2019) using PyTorch
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards research-oriented and academic projects in machine learning, particularly reinforcement learning and neural networks. This indicates a potential fit for roles that value continuous learning and experimentation. However, the lack of team-based or collaborative project descriptions makes it difficult to assess broader cultural fit beyond individual technical contributions. The single listed professional experience is current, but without details, it's hard to gauge alignment with specific company cultures.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.