Projects

List of project we have worked on.

IEEE NU Hackathon 2025: Traffic Accidents Analysis [February, 2025]

Traffic accident detection is a critical problem in computer vision, requiring accurate event recognitionand timing estimation. This document presents an evaluation metric for assessing the performance of atraffic accident detection model (PDF) Traffic Accidents Analysis - Custom Accuracy Formula for Accident Detection.

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NURIS & KazEnergy: Cargo distribution algorithm for freight railway companies in Kazakhstan [October, 2024]

We have developed an optimized algorithm based on the Dijkstra algorithm for finding minimum paths and a time-greedy algorithm and for efficient distribution of goods with a bias towards fulfilling all possible orders with a minimum empty journey time.

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Beyim Insight AI - Educational Smart Reports Generator based on Exam Results [April, 2024]

Beyim Insight AI is a system that generates smart reports based on the results of exams. The system uses AI to analyze the results of exams and generate smart reports for teachers, students, and parents.

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ERG - Predictive Analysis of pressure surges in the melting furnace [May, 2024]

Unforeseen pressure surges in the melting furnace lead to downtime, which reduces the productivity of the furnace, thereby reducing the company's profit. We have developed a solution for predictive analytics of such situations, utilizing SARIMAX for time series modeling and XGBoostRegressor for predictions with accuracy score of 96%.

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Google – AI Assistants for Data Tasks with Gemma [February, 2024]

Fine-tuning the Gemma model for Kaggle Assistant. Gemma is a family of lightweight, state-of-the-art open models built from the same research and technology used to create the Gemini models by Google DeepMind, released in 21st of February.

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Kamkor - Scoring the reliability of travel companies [April, 2024]

Kamkor Tour Checker is a system for automatic analysis and evaluation of the reliability of travel agencies in Kazakhstan based on the Kamkor tourism with the support of an AI search engine based on the database.

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