profile

Aidos Kanapyanov

aidos.kanapyanov@alumni.nu.edu.kz

About

I'm Aidos Kanapyanov, a passionate software engineer with experience in backend, frontend, and data science. Nazarbayev University alum. I thrive on learning and embracing new challenges.

Read my blog

Resume

Education

M.S. Finance
Nazarbayev University, 2020

B.S. Electrical and Computer Engineering
Nazarbayev University, 2019

Experience

may 2021 - present

Software Engineer - National payment corporation of Kazakhstan

Astana, Kazakhstan

I built a web parsing app with Docker Swarm, Selenium, and Celery for efficient processing. Centralized logging was done with Graylog2, and automated testing with Pytest and Github Actions. I used Pandas, Dask, Vaex for analysis, TensorFlow, scikit-learn for ML models, and optimized performance.

DjangoDjango Rest FrameworkFastAPIPostgreSQLVue.jsReactNext.jsAstroTypeScriptJavaScriptTailwind CSSDocker
april 2021 - may 2021

Data Scientist - First Heartland Jýsan Bank

Almaty, Kazakhstan

Development of client segmentation based on the unsupervised learning algorithms K-means, K-prototypes. PCA analysis of client attributes.

PythonPandasNumpyScikit-learnMatplotlibSeabornPlotlyStreamlit
february 2021 - april 2021

Data Scientist - Kaspi.kz

Almaty, Kazakhstan

I conducted A/B testing and evaluated marketing campaigns. I analyzed CRM data using via SQL for decision making. Additionally, I developed recommendation systems based on CRM data and user behavior patterns.

SQLPythonSASStatisticsA\B testing
august 2018 - may 2019

Research Assistant - Nazarbayev University

Astana, Kazakhstan

I developed a facial recognition system in Python that verifies a person's identity against an existing image in the database. The system achieved an impressive accuracy metric of 98%. To implement it, I utilized cutting-edge technologies including IoT, Cloud Computing (EC2), and Storage (S3) on the Amazon Web Services platform.

PythonAWSPandasNumpyTensorflowOpenCVKeras

Skills

Tech

Programming languages

Typescript, Javascript, Python, Java, C, C++, Go, PHP, Bash, HTML, CSS

Server frameworks

Express, Next.js, Fastify, Django, Django Rest Framework, FastAPI, Flask, Gin

Frontend frameworks

Next.js, Astro, Remix, React, Vue, Angular, jQuery, D3

Tooling

Next.js, Gatsby, Astro, Vite, Eleventy

Databases

PostgreSQL, MySQL, PlanetScale, MongoDB, Redis, Amazon Redshift

Ops

Kubernetes, Docker, Docker Swarm, Portainer

Languages

English

Fluent - C2

Kazakh

Native speaker

Russian

Native speaker