Mher Sukiasyan
@mhersukiasyan
I build production ranking, recommendation, and LLM workflows for personalized sports-betting products.
ArmeniaWhat I'm looking for
At SOFTCONSTRUCT, I build and improve ranking models and recommendation systems for personalized sports-betting decisions. I've developed ML pipelines that predict users' favorite teams and connect those signals to relevant player-to-score bet recommendations, while supporting deployment, monitoring, and iteration with production teams.
I work across data analysis, feature engineering, model training, A/B testing, and LLM-assisted automation. Using BigQuery, SQL, Python, MLflow, Redis, and Grafana, I helped reduce query billing by approximately 45% and turn multi-hour manual workflows into processes completed in under 30 minutes.
Experience
Work history, roles, and key accomplishments
Machine Learning Engineer
SoftConstruct
Jan 2026 - Present (7 months)
Build and improve ranking models and recommendation systems for personalized product decisions in production. Develop production-ready ML pipelines for sports-betting personalization, including a model that predicts users' favorite teams and connects that signal to relevant player-to-score bet recommendations.
Education
Degrees, certifications, and relevant coursework
Picsart Academy
AI Engineering Program, Artificial Intelligence
2024 - 2026
Completed the AI Engineering Program at Picsart Academy, focusing on applied artificial intelligence and machine learning.
Availability
Location
ArmeniaAuthorized to work in
Job categories
Skills
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