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AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
IRLS-SBM
January 22, 2026 – Present
Stochastic Block Model estimation with Iteratively Reweighted Least Squares
View ProjectRL-Community-Detection
December 18, 2025 – December 22, 2025
A reinforcement learning environment for community detection
View ProjectRIRLS
November 28, 2025 – December 22, 2025
Recursive Iteratively Reweighted Least Squares
View Projectwillarliss.github.io
November 10, 2025 – Present
willarliss.github.io — GitHub repository
View ProjectDATS6301-FinalProject
June 19, 2022 – June 25, 2022
DATS6301-FinalProject — GitHub repository
View ProjectTrade-Bot-2
January 3, 2021 – March 26, 2021
Continuous stock trading environment for reinforcement learning.
View ProjectMC-Generate
July 22, 2020 – December 18, 2025
Upsampling solution for imbalanced classification tasks.
View ProjectTicTacToe-Learning
June 27, 2020 – October 15, 2020
Markov Chain model that iteratively improves TicTacToe performance.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and heavily focused on academic/research-oriented data science and machine learning. While this aligns with the technical aspects of a Data Scientist role, the lack of diverse project types (e.g., collaborative, production-oriented, business-focused) and professional experience makes it difficult to assess broader cultural fit or experience in a team environment. The projects indicate a strong individual drive for learning and exploration in specific technical areas.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.