Jul 1, 2026· Applied Mathematics & Information Sciences
Multimodal Deep Neural Network for Suicide Risk Classification Using Audio and Facial Features
OpenAlex citations: 0
Public profile
Assylbek Mukhametzhanov
Connected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.@A5yl6ek
ML Engineer · ALLDATA LLP
ML Engineer focused on LLMs, RAG systems, and productionizing ML with FastAPI, vector DBs, and MLOps. I'm especially interested in NLP and multimodal deep learning, with published research on speech emotion recognition and mental-health risk assessment.
АлматаSuleyman Demirel University
Research and publications
A compact preview of this member's public research layer.
I research multimodal deep learning for mental-health assessment â detecting suicide risk, depression, and emotion from text, audio, and video using transformer ensembles and fine-tuned LLMs on real clinical and speech-emotion datasets.
NLPComputer VisionDeep LearningMachine LearningMultimodal models
Latest publications
Publications: 6May 8, 2026· 2026 IEEE Conference on Artificial Intelligence (CAI)
Automated Chunking of Clinical Video Interviews: A Case Study in Multimodal Suicide Risk Assessment
OpenAlex citations: 0
Jul 15, 2025· Applied Mathematics & Information Sciences
The Automated Method of Collecting and Labeling Data for Speech Emotion Recognition based on Face Emotion Recognition
OpenAlex citations: 1