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Lazy Optimistic Learner (LOL)
AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
pFedHB
May 26, 2025 – May 26, 2025
Harnessing Heterogeneous Statistical Strength for Personalized Federated Learning via Hierarchical Bayesian Inference (ICML 2025)
View Projectgraph-convolution-network
July 9, 2021 – July 27, 2021
PyTorch implementation of "Semi-Supervised Classification with Graph Convolutional Networks"
View Projectprerequisites-textbooks
November 12, 2020 – July 1, 2021
Demo implementation of "Using prerequisites to extract concept maps from textbooks"
View ProjectMURA
August 27, 2019 – January 4, 2023
Research project using Standford's Musculoskeletal Radiographs (MURA) dataset to detect Abnormality
View ProjectHumanResourcesAnalytics
September 17, 2017 – September 17, 2017
HumanResourcesAnalytics — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards research and personal exploration in data science and machine learning. The diversity of projects, from federated learning to medical image analysis and natural language processing, indicates a broad interest within the data science domain. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit in a collaborative work environment. The target role is 'Data Scientist', which aligns well with the project themes.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.