Publication
Design and Evaluation of a Personalized Job Recommendation System for Computer Science Students Using Hybrid Approach
Jun 1, 2023
OpenAlex citations: 8Open
Public profile
Amina Shaikym
@Amina-shaikym
Lecturer
I'm a Data Engineer and ML researcher, still learning and growing in the field. I try to be useful with the technologies I work with and build things that genuinely benefit people.
AlmatySDU University
Featured
A few things that best show this member's work and contribution.
About
Right now I'm a Visiting Scholar at UPenn, and I previously completed a Data Engineering program at EPAM Systems, where I got to combine hands-on infrastructure work with applied ML research. Since 2023, I've also been working as a TA and Lecturer at SDU University, teaching programming courses and conducting research.
How I can help
event help, mentoring
Looking to connect
Exploring jobs, research collaborations, opportunities, and community.
Research and publications
A compact preview of this member's public research layer.
Currently building a multi-class affect detection pipeline that classifies student emotional states from behavioral and keystroke data across 243 students and 400+ features. Using student-level nested GroupKFold cross-validation to ensure leakage-safe evaluation, with Random Forest and XGBoost as primary models, and addressing feature selection stability via rank-averaging across folds.
Affective ComputingEducational Data MiningRecommender SystemsComputer Vision