#CV #MLE #ML #DataScience #Python #AI

Hi!

I’m currently open to new opportunities as a Senior Machine Learning Engineer or MLOps Engineer (Remote / Relocation).
For the past 5+ years, I’ve been designing, building, and deploying production ML systems—specializing in real-time anti-fraud platforms, recommender systems, risk scoring, and high-load ML infrastructure.

What I specialize in
Anti-Fraud & Risk Scoring: Designing multi-layer protection platforms and real-time anomaly scoring.
Recommender Systems & Ranking: Game ranking, similar entity retrieval, and personalization driving engagement and LTV growth.
MLOps & Real-time Inference: Building low-latency FastAPI inference services, event-driven Kafka pipelines, and model tracking/monitoring setups.
Behavioral Analytics & Churn: Churn prediction modeling, CTR optimization, and automated retention workflows.

Selected achievements
✔️ Reduced bonus abuse and fraud by 11% in iGaming by deploying a multi-layer anti-fraud platform with real-time ML risk scoring.
✔️ Increased user engagement by 20% through personalized game ranking and recommendation pipelines.
✔️ Mitigated customer churn by 10% at Alfa-Bank using a CatBoost predictive system linked to automated retention triggers.
✔️ Outperformed baseline heuristics by 20% by designing an end-to-end CTR prediction pipeline for ad ranking (EQWILE).
✔️ Reduced operational losses by 4% at CDEK by building real-time telemetry models to detect cargo theft and fraud.

Technology stack
Languages & Frameworks: Python • SQL • FastAPI • PyTorch • CatBoost • XGBoost • Scikit-Learn • LightFM
Data & Streaming: ClickHouse • PostgreSQL • Kafka • Redis • PySpark • Parquet
MLOps & Infra: Docker • Kubernetes • MLflow • ClearML • Airflow • Feast • Evidently
Experience & Preferences
I have experience scaling ML solutions across Fintech, AdTech, iGaming, and Logistics (Alfa-Bank, CDEK, EQWILE).

Location: Tbilisi, Georgia

Work Setup: Open to Remote worldwide / Relocation
Languages: English (Professional Working Proficiency) | Russian (Native)

Feel free to reach out directly or share with your network! Resume is attached.