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AK

Akbota Khamit

@akbotakh

Junior Project Manager | Operations and Data Analytics

I’m a Project/Product Manager and Data/ML enthusiast with a background in Information and Communication Technologies.

About

I have hands-on experience with Python, pandas, data analysis and visualization, as well as machine learning models. I’m particularly interested in applying ML and data-driven approaches to solve real-world problems and build practical, scalable solutions.

Career

Experience: 1 years

Experience

Business Assistant / Project Manager

E-commerce company

Nov 2025 — Present

Improved department processes to cut delivery times by 25%, launched a branded product box in 20 days, and coordinated daily operations and recruitment.

• Analyzed the department's internal processes and developed an optimization plan, reducing product delivery times by 25%. • Launched a new box of the company's branded products in 20 days, managing the full cycle from idea to implementation, including preparation. • Monitored employees' operational performance, maintained and analyzed daily reports, tracked deadlines, kanban boards, and workflows. • Managed work tasks and project processes in Trello. • Participated in recruitment by posting vacancies, processing incoming leads, and conducting initial candidate screening.

Academic Projects / Data Analysis

Astana IT University

Built and compared machine learning models for 5G cell prediction, reporting an 87% reduction in handovers, and worked on data analysis and dashboards.

• Used interactive dashboards and analytical reports in Excel and Power BI to turn raw data into clear visualizations for presentations. • Developed an end-to-end machine learning framework for predictive management of 5G network resources, reducing handovers by 87%. • Collected and processed GPS track and network parameter datasets using a custom Android app. • Used Python, pandas, matplotlib, and seaborn to clean, analyze, and visualize real-world datasets. • Implemented and compared machine learning models, including Markov Chains, GRU, and BiLSTM, to predict the next cell.

Office Manager

INED

Coordinated communication, meetings, visitor reception, and correspondence for clients and internal teams.

• Served as a key contact for clients and internal departments, maintaining the flow of information. • Organized regular meetings and aligned priorities. • Welcomed visitors, managed correspondence, and provided solution-oriented support.

Education

Smart Technologies

Aitu

2022 — 2025

Selected projects

Predictive Management of 5G Network Resources

Developed and evaluated machine learning models to predict the next cell, reporting an 87% reduction in handovers.

Achievements

Volunteer of the Year

Astana IT University · 2023

Skills

TrelloGantt ChartAgileScrumKanbanExcelData analysisPivot tablesPower BIDashboardsPythonpandasmatplotlibCustomer Development (CustDev)Basic user researchWorking with hypothesesXMindGoogle WorkspaceNotionMiro