Public profile
@Aliii
ML Engineer interted in CV
Junior Machine Learning Engineer focused on Computer Vision and deep learning. Experienced with PyTorch, CNNs, and visual data pipelines.
Master’s research in parking occupancy detection. Strong background in data preprocessing, model evaluations, and pipeline debugging. Passionate about real-time video analytics and computer vision systems.
Experience, skills, projects, and achievements.
ML Engineer interted in CV
Designed a heterogeneous ensemble pipeline integrating lesion segmentation and scan-level classification. Built segmentation ensemble combining 3 models with weighted soft probability fusion; implemented dual-branch classification. Evaluated multiple ensemble fusion strategies and analyzed diversity-calibration trade-offs.
Developed a computer vision system for real-time parking space occupancy detection using deep learning methods. Built an image processing pipeline with data preprocessing, augmentation, and model evaluation for parking availability recognition. Trained EfficientNet-B2 classifier via two-phase transfer learning on perspective-corrected crops; optimizedend-to-end inference pipeline
KazakhTelecom
Mar 2025 — Jul 2025KazakhTelecom
Nov 2024 — Mar 2025IITU
2020 — 2024Al-Farabi Kazakh National University (KazNU)
2024 — 2026NWPU (Northwestern Polutechnical University, Xian, China)
2025 — 2026Dual degree program with Al-Farabi Kazakh National University (KazNU)
