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Machine Learning Engineer specializing in Recommender Systems, Applied NLP, and
:shipit:
Machine Learning Engineer specializing in Recommender Systems, Applied NLP, and
22 followers · 27 following

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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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@0or1-ML

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azaza28/README.md

👋 About Me

I am a Machine Learning Engineer at Uzum Market, working on production recommender systems, personalization, ranking, and experimentation for large-scale marketplace systems serving millions of users.

My work focuses on building reliable ML systems that connect modeling quality with real-world product and business impact: offline evaluation, A/B testing, deployment, monitoring, and iteration under latency, cost, and scalability constraints.

Beyond industry, I contribute to AI education in Uzbekistan as a Teaching Assistant at Yandex ML School Uzbekistan and a former Core Team Member, Course Coordinator, and Mentor at Machine Learning Community Uzbekistan.

🧠 Research & Engineering Interests

Machine Learning Systems

  • Recommender Systems
  • Ranking & Personalization
  • Retrieval & Information Access
  • Production ML & MLOps

NLP & Impact

  • Applied NLP
  • Multilingual User Data
  • Low-Resource Languages
  • AI Education & Community Building

💼 Selected Experience

Machine Learning Engineer
Uzum Market		 Building and deploying production recommender systems across homepage ranking, product discovery, push notifications, product pages, and cart surfaces.
Teaching Assistant
Yandex ML School Uzbekistan		 Supporting instructors and students across Machine Learning, Deep Learning, Reinforcement Learning, MLOps, and related coursework.
Former Core Team Member
ML Community Uzbekistan		 Contributed to one of Uzbekistan’s early AI/ML communities through mentoring, course coordination, and 50+ educational/community initiatives.
Co-Founder
Karmon AI		 Co-founded a multilingual AI-powered personal finance assistant focused on transaction categorization, receipt understanding, question-answering workflows, and financial literacy.

🛠 Technical Stack

Core ML & Data Science

Programming

ML Libraries

Data Processing & Visualization

NLP & Language Data

MLOps & Serving

Big Data & Databases

Engineering Tools

🚀 Selected Projects
Area Focus
Recommender Systems Ranking, personalization, candidate generation, online/offline evaluation
Applied NLP Uzbek-Russian text, multilingual user data, low-resource language challenges
Forecasting Demand forecasting, seasonality, operational planning
Robotics TurtleBot3, SLAM, ROS Navigation Stack, multi-goal execution
Teaching ML course materials, mentoring resources, educational notebooks

📚 Publications

  • Real-World Autonomous Indoor Navigation Using SLAM and Multi-Goal Execution with TurtleBot3
    Science and Education in the 21st Century, 2025

  • Game-Based Approach to Improving Collaboration in Software Engineering
    Science and Innovation International Scientific Journal, 2025

📊 GitHub Stats

Building reliable machine learning systems for personalization, applied NLP, and emerging AI ecosystems.

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