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Irakli Gugushvili
Verified Expert in Engineering
Python Developer
Irakli是一名Python开发人员,在多个行业拥有七年的经验. He started as a machine learning developer, expanded into a range of back-end technologies, and became an expert in web scraping. Irakli还精通云技术,目前是一名高级Python云工程师和AWS和Azure架构师. 他拥有数学和计算机科学学士学位,这为他的行业经验提供了支持.
Portfolio
Experience
Availability
Preferred Environment
PyCharm, Windows, Visual Studio Code (VS Code), Python, Git, Ubuntu
The most amazing...
...thing I've developed is my stock price prediction model using LSTM.
Work Experience
Senior Python Back-end Engineer
HUB Security
- 使用Django为渗透测试平台创建后端基础设施.
- 开发了使用预定义的攻击脚本创建、运行和监控机器人的功能.
- 通过为用户添加创建功能来扩展平台功能, test, run, and monitor attacks manually.
- Implemented a bot geolocation functionality into the system.
- Integrated Oracle Cloud as the new cloud provider.
Senior Python Cloud Engineer | AWS and Azure Architect
Staunch Technologies (via Toptal)
- Developed a system where a root user can monitor subusers' AWS activity.
- 创建网站,用于将Amazon VPC绑定到没有公网访问权限的Amazon EC2服务器上.
- Built and developed a system for monitoring Azure users' activities.
Senior Python Engineer
Olmait
- Created ETL for the recommendation engine using Azure Functions.
- 使用Flask实现推荐引擎的后端功能.
- Integrated FAISS to make the vector comparison for better recommendations.
Web Scraping Expert
Explorium
- 开发了许多使用Scrapy抓取公开可用数据的项目, Selenium, Requests, BeautifulSoup, and other scraping technologies.
- 为URL数据收集、抓取、解析和存储创建了一个功能齐全的管道.
- 建立了一个系统,将定期运行,并检查多个网站抓取器的状态.
Python Developer
Treehouse Technology Group (via Toptal)
- Developed an email receiver and parser system deployed on AWS. 它接收电子邮件,解析其正文,并根据其内容调用不同的api.
- Created a data analyzer API that was responsible for analysis.
- Developed a data prediction API that was responsible for predictions.
Data Scraping Engineer
Yipit (via Toptal)
- Developed many projects for scraping publicly available data.
- Rewrote old scrapers using a new approach to increase coverage.
- 创建测试功能来比较不同的抓取脚本覆盖率.
Machine Learning Developer
Neiron
- Created a model for stock market price predictions.
- Built a backtesting environment for predictions in a lean engine.
- 使用Interactive Brokers服务器和Python API开发了一个纸质交易(模拟)系统.
- Constructed a sentiment analysis tool to increase prediction accuracy.
Programmer
DoSo
- Implemented different logic for insurance clients.
- 开发并部署了一个更新版本的再保险模型来帮助客户.
- Conducted tests for every model of insurance logic.
- Developed a helper web application using ASP.NET MVC.
Programmer
Bank of Georgia
- Implemented different types of logic in SQL for internal use.
- Developed an application in Java for bank employees.
- Tested the bank's functionalities on the application and database side.
Experience
Penetration Testing Platform
Azure Monitoring System
AWS Monitoring System
Recommendation Engine
Connector (via Toptal)
Public Data Scraper
Data Analysis and Prediction System (via Toptal)
RedString Bookmarking System (via Toptal)
Email Receiver/Parser System (via Toptal)
Deep Web Crawler (via Toptal)
Building Tuner (via Toptal)
Arabic Dialect Recognizer
LinkedIn Scraper
Sentiment Analysis Tool
Stock Market Price Predictor
Badminton Scraper and API
Reinsurance Company Project
Torrent Client
http://github.com/BartholomewKuma27/TorrentClientHTTP Server
http://github.com/BartholomewKuma27/HttpServerSkills
Languages
Python, SQL
Frameworks
Flask, Selenium, Scrapy, Django
Libraries/APIs
Requests, Beautiful Soup, Pandas, Scikit-learn, Keras
Tools
Git, PyCharm, Jenkins, Terraform, Boto 3
Platforms
Amazon Web Services (AWS), Azure, Windows, Linux, Google Cloud Platform (GCP), Visual Studio Code (VS Code), Ubuntu
Storage
PostgreSQL, Amazon DynamoDB, Azure Table Storage, Elasticsearch, MongoDB, Oracle Cloud
Other
Web Scraping, Machine Learning
Education
Bachelor's Degree in Math and Computer Science
Free University of Tbilisi - Tbilisi, Georgia