乔治Kobiashvili
验证专家 in Engineering
云开发人员
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.
Portfolio
Experience
Availability
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
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.
数码产品总监
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.
机器学习工程师
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.
Lecturer
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.
首席软件工程师
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.
技术顾问
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.
Head of IT Infrastructure Management and Development Division
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.
系统管理员
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.
Experience
基于强化学习的交易模型
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
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.
Skills
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
Education
人工智能硕士学位
Georgia Institute of Technology - Atlanta, Georgia, United States
软件工程硕士学位
伊利亚州立大学-第比利斯,格鲁吉亚
认证
LPIC-2
Linux专业协会
GIAC安全要点- GSEC
全球信息保障认证
LPIC-1
Linux专业协会
思科认证网络助理
Cisco