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AI researcher
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
parity_generalization
November 23, 2025 – November 24, 2025
parity_generalization — GitHub repository
View Projectretention
September 3, 2025 – September 25, 2025
Language modeling with linear-cost context
View Projectlocal_bisimulation
October 14, 2019 – October 14, 2019
local_bisimulation — GitHub repository
View ProjectDRL
November 19, 2016 – April 1, 2017
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
View ProjectDQN_tf
July 28, 2016 – December 12, 2016
A tensorflow implementation of the DQN algorithm for atari2600
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and heavily focused on Deep Reinforcement Learning and neural networks. While this shows strong initiative and passion for specific areas of Data Science, the lack of diverse project types (e.g., data analysis, traditional machine learning, MLOps, business intelligence) and collaborative experience makes it difficult to fully assess cultural fit for a broader Data Scientist role. The projects align well with a research-oriented or specialized ML engineer role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.