CV

Curriculum vitae of Humoyunbek Abdukarimov — Data Scientist.

Contact Information

Name Humoyunbek Abdukarimov
Professional Title Data Scientist
Email abdukarimovhm@gmail.com

Professional Summary

Data Scientist focused on applied machine learning, behavioral biometrics, fraud detection, and time-series & blockchain analytics. Experience leading a data-science team, shipping client projects end to end, and organizing initiatives such as a 50-participant hackathon.

Experience

  • 2026 - present

    Incheon, South Korea

    Data Scientist
    HumbleBeeAI
    • Develop machine-learning and analytical systems using behavioral, transactional, financial, and time-series data.
    • Built behavioral bot-detection pipelines using keystroke dynamics, mouse movements, interaction timing, session behavior, and rule-based heuristics.
    • Developed methods for detecting scripted and replayed sessions produced by macro-recording tools.
    • Conducted a research-reproduction project on top mooring-tension forecasting — reimplementing published methodology and evaluating performance on offshore sensor and environmental data.
    • Implemented an investor churn-prediction system with time-based feature pipelines, churn labels, walk-forward validation, top-K risk rankings, money-at-risk estimates, and model explanations.
    • Work primarily with Python, SQL, pandas, scikit-learn, LightGBM, BigQuery, and PostgreSQL.
  • 2025 - 2026

    Incheon, South Korea

    Head of Data Science
    HumbleBeeAI
    • Founded and led the Data Science department, managing a team of seven data scientists, analysts, and interns.
    • Oversaw technical execution across multiple client projects — task assignment, code reviews, experiment planning, and delivery quality.
    • Collaborated with the CEO, CTO, engineers, and client stakeholders to translate business requirements into technical solutions.
    • Supported client acquisition, project continuation, and technical scoping for major engagements; led recruitment interviews and onboarding.
    • Organized a university-focused hackathon with approximately 50 participants.
  • 2024 - 2025

    Incheon, South Korea

    Data Analyst
    HumbleBeeAI
    • Analyzed large-scale datasets using Python, SQL, BigQuery, and pandas.
    • Built scheduled queries and data-monitoring workflows connected to reporting dashboards.
    • Engineered wallet-level and transaction-level features from Cronos and Ethereum blockchain data.
    • Developed rule-based and statistical methods to identify automated wallets, suspicious transactions, and abnormal behavioral patterns.

Education

  • -

    Incheon, South Korea

    Bachelor (Honours)
    Inha University
    Integrated System Engineering
    • Recipient of the Global Scholarship 2 (SGCS), 2025-1.
    • Led multiple university course projects, managing technical direction, collaboration, and delivery.

Projects

  • chrt.app — AI-assisted BI

    AI-assisted business-intelligence app that lets technical and non-technical users explore data via natural-language prompts and run automated end-to-end ML workflows (target selection, preprocessing, PCA, model selection, evaluation, and explainability) across classification, regression, and clustering.

    • Demo: https://www.youtube.com/watch?v=AOY24_Z2qz4

Skills

Programming & Data: Python, SQL, pandas, PostgreSQL, BigQuery
Machine Learning: scikit-learn, LightGBM, gradient boosting, time-series forecasting, graph clustering
Cloud & Visualization: Google Cloud Platform, Plotly Dash, data visualization

Certificates

  • DevNet Associate - Cisco (2025)
  • IBM Data Science Specialization - IBM (2024)

Languages

English : Professional working proficiency
Uzbek : Native speaker