乔治Kobiashvili，格鲁吉亚第比利斯的开发者
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乔治Kobiashvili

验证专家  in Engineering

云开发人员

Location
第比利斯,格鲁吉亚
至今成员总数
2019年9月4日

George is a seasoned systems engineer with great breadth and depth knowledge of building and automating complex systems. As an early adopter of cloud technology, he led a team to design and build an on-premise cloud. His 12 years of teaching developed the skill of coaching and communicating complex concepts. 乔治精通C语言, Go, 和Python语言, 对数据科学和人工智能有浓厚兴趣, 专注于提供最高质量的结果. 他渴望处理复杂的问题.

云架构Linux关系数据库SQLDevOpsAnsiblePython亚马逊网络服务(AWS)Docker谷歌云平台(GCP)KubernetesTerraformGoPrometheus机器学习

Portfolio

Mirion技术
Kubernetes, Ansible, GitHub, CI / CD管道, Docker, Prometheus, Grafana...
RedBerry
Leadership, 项目管理, 机器学习, 人工智能(AI)...
开放水域开发dba Speakeasy AI
芹菜，MongoDB, Flask, TensorFlow, DeepSpeech, OpenAPI...

Experience

Linux - 17年Python - 12年可行——12年亚马逊网络服务(AWS)——10年Azure - 6年Kubernetes - 6年谷歌云平台(GCP) - 6年Terraform - 5年

Availability

Part-time

首选的环境

Visual Studio Code (VS Code), Git, C, Python, Linux, 亚马逊网络服务(AWS), 谷歌云平台(GCP), Go, Azure, Terraform

最神奇的...

...project I've built from scratch is a data center that uses open-source systems: Linux, OpenStack, Kubernetes, Docker, 和CEPH软件定义存储.

工作经验

DevOps Expert

2020 - 2023
Mirion技术
  • 建立了一个高度可用的, 使用AWS EKS扩展Kubernetes集群, CloudFormation, Ansible, 和GitHub Actions.
  • 综合监测和观察工具, 包括Datadog, AWS监测, Prometheus, and Grafana.
  • Developed CI/CD pipelines using GitHub Actions to automate the delivery infrastructure and application updates.
  • Designed and implemented complex automation workflows using Python and Bash scripting.
  • Created Terraform modules for infrastructure and workload deployment on Azure.
  • Leveraged Ansible to automate AWS infrastructure deployment and management, 处理VPC等服务, EC2, EKS, S3, DynamoDB, RDS, etc.使用YAML脚本、python和bash.
  • Ensured IaC best practices dealt with edge cases in Kubernetes clusters with Linux and Windows nodes. Integrated Ansible playbooks with CI/CD pipelines for efficient deployments.
技术:Kubernetes, Ansible, GitHub, CI / CD管道, Docker, Prometheus, Grafana, Amazon S3 (AWS S3), AWS CloudFormation, Amazon EKS, DevOps, GitOps, Flux, Helm, AWS Lambda, Datadog, 亚马逊监测, 亚马逊虚拟私有云(VPC), 亚马逊网络服务(AWS), 持续集成(CI), 基础设施即代码(IaC), 云架构, Azure, Azure DevOps, SQL, Bash, Visual Studio Code (VS Code), 敏捷软件开发, MySQL, PostgreSQL, Redis, Terraform, Python, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, 站点可靠性工程(SRE), 系统编程, Cron, Linux API, 持续部署, NGINX, REST, RabbitMQ

数码产品总监

2020 - 2021
RedBerry
  • 建立招聘渠道. Attracted top-qualified talent and increased development capacity and output.
  • Optimized the project management and software development process.
  • Actively engaged with customers to guide their business through digital transformation.
  • 在国际市场上发展业务.
  • Built the DevOps team, providing managed DevOps using AWS/GCP, Docker/Kubernetes, and Terraform.
Technologies: Leadership, 项目管理, 机器学习, 人工智能(AI), Node.js, PHP, 亚马逊网络服务(AWS), 持续集成(CI), 基础设施即代码(IaC), 云架构, DevOps, Terraform, 谷歌云平台(GCP), CI / CD管道, Docker, Kubernetes, Ansible, SQL, Bash, Visual Studio Code (VS Code), 敏捷软件开发, Azure, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, Cron, 持续部署, NGINX, REST

机器学习工程师

2019 - 2020
开放水域开发dba Speakeasy AI
  • 将项目升级到最新的DeepSpeech版本. 提高STT精度.
  • Designed and upgraded the project for scale-out architecture and decreased response latency. 增加运行时稳定性.
  • Migrated the monolithic system to a microservices architecture using Docker and Kubernetes on GKE.
  • Added API calls from granular management of infrastructure and service.
Technologies: 芹菜，MongoDB, Flask, TensorFlow, DeepSpeech, OpenAPI, Google Kubernetes Engine (GKE), Kubernetes, Docker, 持续集成(CI), 基础设施即代码(IaC), 云架构, DevOps, 谷歌云平台(GCP), CI / CD管道, SQL, 谷歌计算引擎(GCE), Data Science, Bash, Keras, OpenCV, Visual Studio Code (VS Code), 敏捷软件开发, NumPy, Azure, Terraform, Python, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, 系统编程, Cron, 持续部署, Elasticsearch, NGINX, REST

Lecturer

2013 - 2020
第比利斯自由大学
  • 教授操作系统工程课程, OS kernel, 使用C语言进行系统编程, Pintos, Linux, and fuse.
  • 主持计算机网络课程. Built crucial internet protocol implementations HTTP, DNS, BitTorrent, and HTTP/SOCKS proxy.
  • Served as a teaching assistant in machine learning and computer vision courses.
  • Assessed students' homework projects and exams and provided them feedback to excel in learning.
  • Held seminars and practical workshops to demonstrate state-of-the-art approaches to diverse, 挑战性的技术问题.
Linux技术:, 套接字编程, Kernel, C, Deep Learning, 机器学习, Java, DevOps, Terraform, 谷歌云平台(GCP), CI / CD管道, Docker, Kubernetes, Ansible, 亚马逊网络服务(AWS), SQL, 谷歌计算引擎(GCE), Scikit-learn, Pandas, Data Science, Bash, Apache2, Keras, Go, Visual Studio Code (VS Code), Apache Tomcat, 敏捷软件开发, MySQL, PostgreSQL, Redis, NumPy, Azure, Python, 关系数据库, Unix Shell脚本, Cron, 持续部署, 并发编程, NGINX, KVM/Qemu, REST, 网络编程

首席软件工程师

2018 - 2019
AnsiBlock
  • Developed a core system for a high-performance blockchain platform.
  • Ported a digital signatures' checking algorithm to GPU/CUDA for parallel execution.
  • 在计划解决方案体系结构方面积极发展.
  • Built and maintained a test network infrastructure in GCP using Kubernetes and Terraform.
  • Built a trading algorithm using ML/RL as an offspring project.
  • Developed a cluster monitoring using Prometheus and Grafana.
技术:强化学习, 机器学习, 谷歌计算引擎(GCE), NVIDIA CUDA, 图形处理器(GPU), C++, C, Blockchain, Kubernetes, Google Kubernetes Engine (GKE), Terraform, 亚马逊网络服务(AWS), 持续集成(CI), 基础设施即代码(IaC), 云架构, DevOps, CI / CD管道, Docker, Ansible, SQL, Bash, Apache2, Go, Visual Studio Code (VS Code), 敏捷软件开发, MySQL, PostgreSQL, Redis, Python, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, 站点可靠性工程(SRE), 系统编程, Cron, Linux API, 持续部署, SaltStack, 并发编程, Elasticsearch, NGINX, REST, 网络编程

技术顾问

2017 - 2018
Aldagi
  • Researched the company's state and helped build a strategy for technical development.
  • Recruited AI/ML, DevOps, and software engineering talent to fulfill tech needs.
  • Explored AI/ML state-of-the-art technologies for ongoing business needs. 帮助解决方案架构.
Linux技术:, 自然语言处理(NLP), GPT, 生成预训练变压器(GPT), 持续集成(CI), 基础设施即代码(IaC), DevOps, CI / CD管道, Docker, SQL, Bash, Visual Studio Code (VS Code), 敏捷软件开发, PostgreSQL, Azure, Python, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, 站点可靠性工程(SRE), 系统编程, Cron, Linux API, 持续部署, SaltStack, 并发编程, Elasticsearch, NGINX, REST

Head of IT Infrastructure Management and Development Division

2010 - 2017
国家公共登记处
  • Headed IT infrastructure development for high availability, performance, and low TCO.
  • Managed IT infrastructure projects and annual budget planning.
  • 研究新的创新技术和解决方案.
  • Spearheaded an infrastructure team of ten highly qualified tech staff to plan and construct a new data center.
  • Led the team to plan and build open-source virtualization and software-defined storage running on multi-data center Linux clusters.
  • Created the solution architecture for custom-made object storage with improved access control and auditing.
  • Developed the solution architecture to secure land titles on the bitcoin blockchain.
  • Coached developer teams to better-fit business solutions to technological challenges.
技术:DevOps, Blockchain, Storage, OpenStack, Cloud, Leadership, 项目管理, GitLab CI/CD, 持续集成(CI), Puppet, 基础设施即代码(IaC), CI / CD管道, Kubernetes, Ansible, 亚马逊网络服务(AWS), SQL, Bash, Apache2, Docker, Apache Tomcat, Jenkins, 敏捷软件开发, MySQL, PostgreSQL, Redis, Azure, Python, 关系数据库, OpenStack迅速, 系统监视, Unix Shell脚本, 网站可靠性, 站点可靠性工程(SRE), 系统编程, Cron, Linux API, 持续部署, SaltStack, 并发编程, Elasticsearch, NGINX, KVM/Qemu, Puppetlabs, REST, RabbitMQ, 网络编程

系统管理员

2006 - 2010
格鲁吉亚研究和教育网络协会
  • Provided web and mail hosting to educational organizations, 包括2个以上,300所格鲁吉亚学校.
  • Secured data and services and monitored servers and network devices.
  • Planned, built, and maintained web traffic filters for 2,300所格鲁吉亚学校.
  • Managed grid computing See-Grid-Sci site installation, maintenance, and monitoring.
  • Established the first Linux专业协会 academy in Georgia.
  • Taught Cisco CCNA and Linux LPIC-1 courses at a local academy.
技术:后缀, Apache, MySQL, Perl, Networking, 虚拟化, Linux, 基础设施即代码(IaC), DevOps, SQL, Bash, Apache2, PostgreSQL, 关系数据库, 系统监视, Unix Shell脚本, 网站可靠性, 站点可靠性工程(SRE), 系统编程, Cron, Linux API, 持续部署, NGINX, KVM/Qemu, Puppetlabs

基于强化学习的交易模型

While working with a crypto startup as a research hobby project, I analyzed the market and built a trading algorithm using reinforcement learning.

The RL model is remarkable for its ability to adjust changes automatically.

比特币区块链上的安全土地所有权

In 2016 the 国家公共登记处 of Georgia became the first governmental organization in the world to integrate blockchain technology in the mainline business process to secure land titles on Bitcoin blockchain.

作为技术解决方案架构师, 我负责计划解决方案, 引领发展, 并将其与现有的生产系统集成.

Languages

Go, SQL, Python, C, Bash, Perl, c++， PHP, Java

库/ api

Linux API, Scikit-learn, Pandas, Matplotlib, Keras, TensorFlow, OpenCV, NumPy, OpenAPI, DeepSpeech, Node.js, Puppetlabs, Requests, libvirt, SciPy, Flask-RESTful, Jenkins Pipeline

Tools

Ansible, Terraform, 谷歌计算引擎(GCE), Apache气流, Helm, Grafana, Cron, RabbitMQ, Apache Tomcat, SaltStack, GitLab CI/CD, Jenkins, KVM/Qemu, GitHub, Git, 码头工人组成, Google Kubernetes Engine (GKE), Puppet, AWS CodeDeploy, Apache, Postfix, Seaborn, NGINX, Vim文本编辑器, Vagrant, Subversion (SVN), Nagios, Zabbix, Checkmk, Celery, CircleCI, GitLab, Jira, AWS CloudFormation, Amazon EKS, 亚马逊监测, 亚马逊虚拟私有云(VPC)

Paradigms

REST, DevOps, 持续部署, 敏捷软件开发, 并发编程, Data Science, 套接字编程, Management, 持续集成(CI), Azure DevOps, 函数式编程, 命令式编程, 面向对象编程(OOP), 持续交付(CD)

Platforms

谷歌云平台(GCP), 亚马逊网络服务(AWS), Linux, Docker, Kubernetes, Azure, OpenStack, Apache2, Visual Studio Code (VS Code), Blockchain, Jupyter笔记本, NVIDIA CUDA, Kernel, 谷歌云引擎, AWS Lambda

行业专业知识

项目管理

Storage

关系数据库, Elasticsearch, Amazon S3 (AWS S3), MySQL, PostgreSQL, Redis, Memcached, Ceph, MongoDB, Datadog

Other

网站可靠性, 站点可靠性工程(SRE), Unix Shell脚本, 系统监视, 分布式系统, 系统编程, CI / CD管道, 基础设施即代码(IaC), 云架构, Prometheus, 网络编程, 机器学习, 人工智能(AI), Deep Learning, 虚拟化技术, 图形处理器(GPU), Leadership, Cloud, Storage, 虚拟化, Networking, 自然语言处理(NLP), 数据分析, OpenStack迅速, HAProxy, LXC, 强化学习, 计算机视觉, Big Data, 敏捷数据科学, 正则表达式, 数据结构, 传输层安全性(TLS), Cryptography, 大学教学, Coaching, Containers, 集装箱化, Linux IPC, GitOps, 软件工程, GPT, 生成预训练变压器(GPT), High-load, 高可用性灾难恢复(HADR), 信息安全, 系统管理, 思科网络, Linux网络栈, IT项目管理

Frameworks

Flask, Google Protocol Buffer, AWS HA, Django, Flux

2017 - 2019

人工智能硕士学位

Georgia Institute of Technology - Atlanta, Georgia, United States

2012 - 2014

软件工程硕士学位

伊利亚州立大学-第比利斯，格鲁吉亚

2012年10月- 2017年10月

LPIC-2

Linux专业协会

2011年10月- 2015年10月

GIAC安全要点- GSEC

全球信息保障认证

2009年7月至2017年10月

LPIC-1

Linux专业协会

2006年7月至2009年7月

思科认证网络助理

Cisco