Aidos Kanapyanov
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 blogResume
Education
M.S. Finance
Nazarbayev University, 2020
B.S. Electrical and Computer Engineering
Nazarbayev University, 2019
Experience
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.
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.
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.
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.
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