Андрій

Andriy Bushikov
Odessa | Available for remote work​
Tel: [открыть контакты](см. выше в блоке «контактная информация»)​
Email: [открыть контакты](см. выше в блоке «контактная информация»)​
Telegram: t.me/AndrewBushikov

AI/ML Engineer with 17+ years in software development and 5+ years of
intensive Python development focused on machine learning, data processing,
automation, and cryptocurrency analytics. Experienced in building data
pipelines, training predictive models, feature engineering, API integrations, and
developing AI-powered Telegram services. Strong background in Python, Pandas
and data collection.

Key Skills
AI / LLM
LLM Applications
Prompt Engineering
Retrieval-Augmented Generation (RAG)
AI Automation
AI Agents
Python Stack
Python
Pandas
NumPy
Flask
BeautifulSoup
Selenium
Data Engineering
ETL Pipelines
Data Collection
Data Cleaning
API Integration
Web Scraping
Cryptocurrency Data Analysis
Infrastructure
Linux
Git
 Docker
CI/CD
Nginx
MySQL
SQLite

Technologies

●​ Python
●​ Pandas
●​ NumPy
●​ REST API
●​ Telegram Bot API

Key Areas

●​ Time Series Forecasting
●​ Data Engineering
●​ Feature Engineering
●​ Financial Data Analysis

Work Experience
Artlion

Python Developer / Data Engineer

Nov 2023 – Sep 2024

●​ Developed Python-based automation systems for e-commerce and CRM
workflows.
●​ Built data processing pipelines for supplier price lists, including parsing,
validation, normalization, and transformation.
●​ Developed Telegram bots for business process automation and
operational monitoring.
●​ Designed and maintained internal CRM solutions for warehouse and
service center management.
●​ Integrated external APIs and payment systems (LiqPay, PayPal).
●​ Automated procurement and reporting workflows, reducing manual
operations.
Achievements

●​ Reduced manager workload by 20% through Telegram bot automation.
●​ Reduced procurement communication time by 60%.
●​ Improved inventory management accuracy through CRM automation.
●​ Increased conversion rate by integrating online payment solutions.

Technologies: Python, Pandas, Flask, Selenium, BeautifulSoup, MySQL, Linux,
REST API

Restorator

Python Developer / Data Engineer

Mar 2023 – Nov 2023

●​ Developed and maintained data collection and parsing systems for
supplier integrations.
●​ Automated product catalog synchronization and data transformation
workflows.
●​ Built ETL processes for processing large supplier datasets.
●​ Standardized product data structures from multiple external sources.
●​ Integrated CRM and inventory systems.

Achievements

●​ Improved catalog update efficiency by 30%.
●​ Reduced manual data processing through automation.

Technologies: Python, Pandas, BeautifulSoup, Selenium, MySQL
Alant

Team Lead / Software Developer

2016 – 2022

●​ Led a development team of 5 engineers.
●​ Designed and developed business automation systems.
●​ Coordinated software development lifecycle and deployment processes.
●​ Worked on data-driven business process optimization.
●​ Managed integration projects between internal and external systems.

Achievements

●​ Increased team productivity by 30%.
●​ Implemented multiple workflow automation solutions.

Technologies: PHP, Laravel, MySQL, Linux, Git

Independent AI / ML Projects

Machine Learning & Cryptocurrency Analytics

2024 – Present

●​ Built machine learning models for cryptocurrency price forecasting.
●​ Developed LSTM and Attention-based neural networks using PyTorch.
●​ Performed feature engineering using technical indicators and market
data.
●​ Created automated pipelines for collecting and processing exchange data.
●​ Implemented model evaluation and backtesting workflows.
●​ Developed Telegram services for automated prediction delivery.
●​ Aggregated and analyzed market data from multiple cryptocurrency
exchanges.
Earlier Experience

Web Developer

2008 – 2023

●​ Delivered 150+ web projects for small and medium-sized businesses.
●​ Developed and maintained e-commerce platforms and business websites.
●​ Worked with CMS and custom web solutions.
●​ Participated in full project lifecycle from requirements gathering to
deployment.

Technologies: PHP, WordPress, OpenCart, Joomla, JavaScript, HTML, CSS

AI Projects

Cryptocurrency Price Prediction System

Personal Project

Technologies:​
Python, Pandas, NumPy, PyTorch, CCXT

Responsibilities:

●​ Collected market data from crypto exchanges
●​ Built LSTM-based forecasting models
●​ Implemented Attention mechanisms
●​ Performed feature engineering using technical indicators
●​ Evaluated prediction accuracy and optimized hyperparameters
●​ Automated prediction delivery through Telegram bots

Results:

Created end-to-end ML pipeline from data collection to prediction delivery
Automated hourly cryptocurrency forecasts

Crypto Market Analytics Platform

Personal Project

Technologies:​
Python, Pandas, APIs, Telegram Bot API

Responsibilities:

●​ Aggregated market data from multiple exchanges
●​ Analyzed order books and trading volumes
●​ Generated trading signals using statistical methods
●​ Built automated alerting system

AI-Powered Telegram Assistant

Personal Project

Technologies:​
Python, LLM APIs, RAG

Responsibilities:

●​ Developed AI-driven Telegram assistant
●​ Integrated external knowledge sources
●​ Implemented document retrieval workflows
●​ Automated user interactions

Education
ONPU (Odesa National Polytechnic University)​
Organization Management, 2009–2011
Soft Skills / English
-​ Soft skills: analytical thinking, self-organization
-​ English: Intermediate (confidently read documentation, communicate
with technical support)
Certificates
-​ Udemy