> Hello, I am
Data Scientist
Ulaanbaatar, Mongolia/XacBank
Building intelligent systems at the intersection of machine learning and software engineering. Specializing in computer vision, semantic search, and production-ready AI solutions.
01. About Me
I am a software engineer turned machine learning specialist, currently based in Ulaanbaatar, Mongolia. My journey began with frontend development, but my fascination with intelligent systems led me deep into computer vision and natural language processing.
At the Institute of Mathematics and Digital Technology, Mongolian Academy of Sciences, I spent over two years building and deploying ML models — from image classification to semantic search powered by fine-tuned embedding models.
Today, as a Data Scientist at XacBank, I bring research rigor to the financial sector — finding patterns in data that drive business decisions.
Bachelor's in Software Engineering from Bauman Moscow State Technical University (2022).
2.3 years as ML Engineer at Mongolian Academy of Sciences. Computer vision, semantic search, embeddings.
Started as Frontend Developer at FIBO Cloud. Comfortable across the entire stack.
AWS certified, Marqo.ai embeddings certified (2025). Always exploring the edge of AI/ML.
02. Experience
XacBank · Ulaanbaatar, Mongolia
Applying machine learning and statistical analysis to financial data. Building predictive models for risk assessment, customer segmentation, and BI dashboards.
Institute of Mathematics & Digital Technology · Mongolian Academy of Sciences
Research-focused role building and deploying ML models for applied science projects. Computer vision, NLP, semantic search.
03. Projects
Production semantic search for Mongolian-language legal and government documents using fine-tuned embedding models. Natural language querying across 50,000+ documents.
End-to-end computer vision pipeline for automated analysis of medical imaging data. Used for preliminary screening and annotation assistance in clinical research.
Internal data science platform for credit risk assessment. Combines traditional statistical models with modern ML for comprehensive risk profiling.
Responsive admin dashboard for cloud infrastructure monitoring. Built at FIBO Cloud with real-time WebSocket data feeds and interactive visualizations.
04. Skills
05. Certifications
Marqo.ai
April 2025
Advanced certification in building and fine-tuning embedding models for production semantic search systems.
ICT Training Center
May 2024
Comprehensive AI/ML certification covering deep learning, computer vision, and NLP fundamentals.
Amazon Web Services
April 2023
Foundational AWS certification covering core cloud services, architecture, and best practices.
06. Contact
Whether you have a project in mind, want to collaborate on research, or just want to connect — I'd love to hear from you.