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DSML.KZ
AM

Alisher Makhmutov

@yarche

Data Scientist

I am a Data Scientist based in Astana with hands-on experience building applied machine learning systems, clinical NLP tools, and production-ready FastAPI services.

About

My core technical focus centers on natural language processing, semantic retrieval architectures, and agentic workflows, combining strong Python engineering skills with a background in deploying robust AI applications.

Career

Experience: 2 years

Experience

Data Scientist

N1 SOLUTIONS

Oct 2025 — Present

Developed a clinical NLP assistant using Bio ClinicalBERT, semantic retrieval, and re-ranking to match patient anamnesis with drug labels and contraindications. Built data ingestion pipelines from PostgreSQL dumps and clinical reports to extract diagnoses, ICD-10 codes, and patient-level medical signals for ML-based decision support. Implemented FastAPI endpoints returning ranked recommendations, confidence scores, risk flags, and missing-data alerts for explainable clinical decision support. Built a bilingual (Kazakh/Russian) speech-to-text pipeline integrating Whisper, Vosk, and pyann

Data Scientist

AKTJUBRENTGEN

Aug 2024 — Jul 2025

Developed an AI-powered desktop assistant using PyQt/Python to automate radiology workflows, implementing medical image analysis for CT and X-ray scans to suggest preliminary diagnoses. Engineered a protocol editor utilizing JSON/Database storage to manage report templates, featuring an auto-fill system for patient findings that reduced manual entry time. Integrated the application with external medical infrastructures via REST API, ensuring secure patient data (ID/) transfer and real-time examination synchronization.

Data Engineer Intern

APRO

Jun 2024 — Aug 2024

Developed and maintained complex SQL and PL/SQL scripts to process and analyze large-scale data in Oracle databases. Administered Oracle database systems, including performance tuning, dependency management, and bug fixing. Migrated database architecture from Oracle SQL to PostgreSQL, rewriting procedures and triggers in PL/pgSQL. Used Python to automate ETLces and integrate with external services.

Education

BSc Information and Communication Technologies

Astana IT University

2022 — 2024

Cybersecurity Diploma: The usage of natural language processing (NLP) and AI techniques to detect and block phising messages in enterprise environments