Computer Science Student | Machine Learning and Data Projects
I am a Nazarbayev University 3rd year student, who focuses on Machine Learning and Deep learning.I am open to any related opportunity.
Bolashaq Development Fund
Oct 2023Provided live interpretation at an international education fair, enabling communication between 50+ university representatives and local applicants.
• Enabled direct communication between 50+ international university representatives and local applicants through live interpretation.
Nazarbayev University
2028Developed a two-layer neural network from scratch with NumPy, implementing forward propagation, backpropagation, L2 regularization, dropout, and numerical gradient checking; achieved 87.5% test accuracy on a fixed synthetic spiral split. Validated analytical gradients with a maximum relative error of 2.0 × 10−10, exposed the model through tested FastAPI inference endpoints, and packaged the app...
Open projectDeveloped an on-device pose-analysis pipeline using MediaPipe landmarks, temporal attempt capture, and geometric rules to provide feedback for user-selected jab, cross, and lead-hook exercises across two stances. Evaluated the pipeline on 100 labelled clips and 12 technique checks, achieving 51.9% micro-F1 with completed-score coverage on 55/100 clips; cross achieved 71.8% F1. Expanded automate...
Open projectPrepared multilingual data for 150+ student organizations, generated Sentence Transformer embeddings, and developed a hybrid baseline combining 70% semantic similarity with 30% categorical interest overlap. Delivered a Streamlit interface that returns five club recommendations from a natural-language query and selected interests.
Open project