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AM

Assylbek Mukhametzhanov

@A5yl6ekConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

ML Engineer interested in applied AI roles

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.

Open to

Hiring & referralsResearch collaborationHelping with community projectsStartup collaborationLearning with others

Career

Experience: 3 years

Experience

ML Engineer

ALLDATA LLP

Sep 2025 — Present

Build LLM-based agents and RAG pipelines and ship them as production ML services using FastAPI, vector databases (Qdrant), Redis, RabbitMQ, and Docker. Fine-tune and optimize LLMs (including quantization) and own the surrounding ML pipelines and MLOps deployment, monitoring (Prometheus/Grafana), and model serving.

Project Research Associate

NARXOZ University

Jun 2024 — Present

Conduct applied research in multimodal deep learning, building text/audio/video classification pipelines on real patients' clinical data (82% accuracy). Handle data collection, augmentation, and model training, with several peer-reviewed publications and international conference talks.

No-code Developer

Automated Communication Solutions

Aug 2023 — Jan 2024

Built no-code chatbots and speech-recognition scripts and processed data for neural-network training. Configured business flows and improved conversion from 30% to 70–80%.

Backend Developer

Dara Solutions

Jan 2022 — Sep 2022

Developed and maintained microservices (Java, Spring, PostgreSQL, Docker) and fixed production issues. Also contributed to frontend development with TypeScript and Angular.

Education

BSc Information Systems

KBTU

2018 — 2022

MSc Computer Science

SDU

2022

Skills

PythonMachine LearningDeep LearningNLPLLMsLLM Fine-tuningRAGPyTorchTensorFlowTransformer ModelsMultimodal Deep LearningEmbedding ModelsVector DatabasesMLOpsModel OptimizationDockerFastAPIData ProcessingComputer Vision