Alfiya Adilbek

Big Data Analysis Student | AI/ML Engineer

Astana, KZ.

About

Big Data Analysis student with robust hands-on experience in building retrieval-augmented generation (RAG) pipelines and advanced coursework in machine learning, deep learning, NLP, LLMs, and AI agents. Proficient in Python, data pipelines, and optimizing chunking/embedding/retrieval parameters to drive impactful data-driven solutions and innovative AI prototypes.

Work

Hackathon Projects

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Team Lead

Astana, Kazakhstan, Kazakhstan

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Summary

Led cross-functional teams to develop and deliver working AI prototypes under tight deadlines across multiple hackathons.

Highlights

Spearheaded cross-functional teams (ML, backend, design) in the successful development and deployment of 5 AI prototypes under stringent 24-48 hour hackathon deadlines, including HackNU'26 and DataSaur'26.

Managed task allocation and executed critical technical decisions under high-pressure environments, effectively presenting final projects to juries and stakeholders to secure recognition.

Keden Group

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Graphic Designer

Astana, Kazakhstan, Kazakhstan

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Summary

Produced branding, print, and digital visual assets for commercial use, collaborating within a team on client-facing deliverables.

Highlights

Designed and produced commercial branding, print, and digital visual assets using Figma, enhancing client-facing deliverables such as website graphics and event materials.

Collaborated effectively within a commercial team to deliver high-quality visual assets, ensuring alignment with client expectations and project timelines.

Volunteer

Volunteer

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Various Organizations

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Contributed time and effort to support community initiatives and organizational goals across various volunteer roles.

Highlights

Actively participated in community outreach and support programs, demonstrating strong interpersonal and organizational skills.

Provided assistance in diverse volunteer capacities, contributing to successful event execution and operational efficiency.

Education

Astana IT University

Astana, Kazakhstan, Kazakhstan
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Bachelor's Big Data Analysis

Courses

Algorithms and Data Structures (Java)

Python

Discrete Mathematics

Linear Algebra

Probability Theory

Database Management Systems (PostgreSQL)

Analytical Methods in Computer Science

Yessenov Foundation, supported by AlmaU

Almaty, Kazakhstan, Kazakhstan
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Intensive Data Analysis Program Data Analysis Program

Courses

Fundamentals of Machine Learning

Deep Learning (Computer Vision, LLMs, NLP)

AI Agent Development

Computer Vision

Languages

Russian

English

Skills

Machine Learning & LLM

Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Machine Learning, Deep Learning, NLP, Computer Vision, LLM fine-tuning fundamentals, Prompt Design, AI agents.

RAG & Data

Retrieval-Augmented Generation (RAG), Vector Embeddings, PostgreSQL, pgvector, Data Scraping, Scheduled Data Pipelines (GitHub Actions), Jupyter Notebook.

Tools & Infrastructure

Git, Docker, SQL, REST APIs.

Projects

RAG-based Chatbot for the Yessenov Foundation

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Summary

Developed a retrieval-augmented generation (RAG) pipeline to answer grant-related questions, improving information retrieval and reducing hallucinations for the Yessenov Foundation.

Sleep Stage Classification Model

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Summary

Developed a multi-class classification model for predicting sleep stages from physiological time-series data collected via a wearable bracelet.

Game Recommendation Chatbot & Catalog Website

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Summary

Created a full-stack website with a Steam-API-backed game database, user accounts, and an LLM-based recommendation chatbot.

Twitter Emotion Prediction Model

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Summary

Trained an NLP classification model to predict user emotion from tweet text.

Customer Churn Prediction Model

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Summary

Built a model estimating customer churn probability from behavioral data and generating retention recommendations.

Indie Game Development - Lead Artist

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Summary

Served as Lead Artist for an indie game development team, responsible for concept art, backgrounds, and overall visual direction.