Aviram is available for hire

Aviram K.

Verified Expert in Engineering

后端工程师和全栈开发人员

Location

Be'er Sheva, Israel

Toptal Member Since

June 27, 2019

作为一名热爱机器学习的后端工程师，Aviram热衷于将想法转化为现实. 他的旅程就是深入到编码的世界, exploring complex data, 并以一种与众不同的方式将其带入生活. 他以指导项目从概念到发布的诀窍而闻名, Aviram continuously learns and adapts, helping others along the way. 他在日新月异的科技领域站稳了脚跟, 由好奇心和创造有意义的解决方案的激情驱动.

Portfolio

MyLemonadeStand, PBC

Python，亚马逊网络服务(AWS)，谷歌云平台(GCP)， PostgreSQL...

Tombolo

React, Express.js, Node.js, TypeScript, PostgreSQL, Full-stack, GitHub...

Brightfield Group, LLC (via Toptal)

Elm, ETL, Docker, BigQuery, Google Cloud Storage, Web抓取，Python...

Experience

Python - 13 years Software Design - 9 years JavaScript - 9 years Machine Learning - 6 years React - 6 years Amazon Web Services (AWS) - 6 years TypeScript - 3 years Google Cloud - 2 years

Availability

Part-time

Preferred Environment

Git, Vim Text Editor, PyCharm, Windows 10, GitHub, REST APIs, ChatGPT, OpenAI GPT-4 API, OpenAI GPT-3 API

The most amazing...

...我创建的产品是一个平台，可以帮助没有丰富教育背景的人进行规划, run, 分析实验并改进实验结果.

Work Experience

Expert Python Developer

2021 - 2023

MyLemonadeStand, PBC

维护和优化现有的后端基础设施，以提高效率和可靠性.
帮助将一个单一的应用分解成多个应用, 更易于管理的服务，以提高可伸缩性和性能.
在Google Cloud上设计并实现了一个可扩展的基于事件的服务, 确保高可用性和容错性.
参与软件解决方案的架构设计, 确保他们满足业务需求.

Technologies: Python，亚马逊网络服务(AWS)，谷歌云平台(GCP)， PostgreSQL, Google App Engine, Amazon EC2, DevOps, Full-stack, GitHub, Git, Microservices, Architecture, Microservices Architecture, APIs, Containerization, CI/CD Pipelines, Databases, Pytest, Docker Compose, Proof of Concept (POC), JavaScript, SQL, HTML, Snowflake, Data Warehousing, HTML5, CSS3, Database Design, Web Architecture, Test-driven Development (TDD), Agile Software Development, Flask, Software Design, Google Cloud, System Architecture, Refactoring, Functional Programming, NumPy, GraphQL, Web Applications, Web Development, Machine Learning, Back-end, Algorithms, REST APIs, REST, Distributed Systems, Software Architecture, Infrastructure as Code (IaC), Cloud Infrastructure

Senior Full-stack Engineer

2020 - 2021

Tombolo

Developed the entire Node.js and TypeScript based back end. 集成了各种外部服务，如Paypal, Google服务，Mailchimp等. The front end was done in React.
负责从设计、开发到部署的整个过程.
帮助一个新项目开花结果，从0到MVP.

Technologies: React, Express.js, Node.js, TypeScript, PostgreSQL, Full-stack, GitHub, Front-end, Git, Microservices, Architecture, Microservices Architecture, APIs, Containerization, CI/CD Pipelines, Databases, Pytest, Proof of Concept (POC), JavaScript, SQL, CSS, HTML, HTML5, CSS3, Database Design, Web Architecture, Test-driven Development (TDD), Agile Software Development, Redux, MySQL, Software Design, Google Cloud, System Architecture, Refactoring, Functional Programming, NumPy, Web Applications, Web Development, Back-end, Algorithms, REST APIs, DevOps, REST, Google Cloud Platform (GCP), Software Architecture, Cloud Infrastructure

Senior Full-stack Python Engineer

2019 - 2019

Brightfield Group, LLC (via Toptal)

使用Python、Big Query、GCS和Docker开发和部署各种ETL进程.
开发内部基于web的工具，使用Elm, Python和Flask编写.
Collected data using web scrapers.

Technologies: Elm, ETL, Docker, BigQuery, Google Cloud Storage, Web抓取，Python, Full-stack, GitHub, Front-end, Git, Architecture, APIs, Containerization, CI/CD Pipelines, Databases, Pytest, GPT, 生成预训练变压器(GPT), Natural Language Processing (NLP), Proof of Concept (POC), JavaScript, SQL, Amazon Web Services (AWS), CSS, HTML, Data Warehousing, HTML5, CSS3, Database Design, Web Architecture, Test-driven Development (TDD), Agile Software Development, Flask, MySQL, Software Design, System Architecture, Refactoring, Functional Programming, Apache Airflow, Web Applications, Web Development, Scraping, Back-end, Algorithms, REST APIs, DevOps, REST, Google Cloud Platform (GCP), Software Architecture, Cloud Infrastructure, Data Engineering, Data Pipelines

Data Scientist

2018 - 2019

EverCompliant

从研究中领导和开发了多个小型内部项目, design, development, deployment, and maintenance.
维护现有的生产机器学习管道.
进行数据研究，改进机器学习模型的性能.
与亚马逊、阿里巴巴和耐克等公司合作.

技术:亚马逊网络服务(AWS), Pandas, Scikit-learn, PyTorch, Web Scraping, Python, Data Science, PostgreSQL, GitHub, Deep Learning, Git, Microservices, Architecture, Microservices Architecture, APIs, Containerization, Databases, Docker Compose, GPT, 生成预训练变压器(GPT), Natural Language Processing (NLP), Proof of Concept (POC), SQL, HTML, Data Analysis, HTML5, MySQL, Software Design, Artificial Intelligence (AI), System Architecture, Refactoring, Functional Programming, NumPy, Java, Computer Vision, Image Search, Scraping, Machine Learning, AI Programming, TensorFlow, Back-end, Algorithms, Spark, Machine Learning Operations (MLOps), REST APIs, DevOps, REST, Distributed Systems, Kubernetes, Jupyter Notebook, Amazon SageMaker, Software Architecture, Infrastructure as Code (IaC), Cloud Infrastructure, 生成预训练变压器3 (GPT-3), Data Engineering, Data Pipelines, Language Models

Classroom Mentor

2017 - 2018

Udacity

为30-40名学生的多个教室提供在线指导和帮助, 提高学生的毕业率.
审查并指导和激励学生在课堂上的项目.
确保学生的学习需求得到满足，使他们能够专注于学习.

技术:深度学习，机器学习，React, Web开发

Full-stack Developer

2016 - 2017

Self-employed

从头开始构建和维护一个基于网络的移动应用程序.
改进和迭代现有的基础设施，使其更有效地运行.
设计系统架构，牢记所有项目目标.

Technologies: React, JavaScript, Python, Full-stack, GitHub, Front-end, Git, Microservices, Architecture, Microservices Architecture, APIs, Containerization, CI/CD Pipelines, Databases, Pytest, SQL, CSS, HTML, HTML5, CSS3, Database Design, Web Architecture, Test-driven Development (TDD), Agile Software Development, Flask, Redux, MySQL, Software Design, System Architecture, Refactoring, Functional Programming, React Native, Web Applications, Web Development, Back-end, Algorithms, REST APIs, DevOps, REST

Full-stack Developer

2011 - 2016

Military

构建和维护多个web应用程序，将它们从开发带到生产.
优化关键应用的性能和可靠性.
指导新员工，包括代码审查和建立改进计划.

技术:React, JavaScript, Python, c#，全栈， .NET, GitHub, Front-end, Git, Architecture, APIs, Databases, Pytest, Proof of Concept (POC), SQL, CSS, HTML, HTML5, CSS3, Database Design, Web Architecture, Test-driven Development (TDD), Agile Software Development, Flask, Redux, MySQL, Software Design, System Architecture, Refactoring, Functional Programming, Web Applications, Web Development, Back-end, Algorithms, REST APIs, DevOps, REST, Distributed Systems

Experience

Kaggle数据科学竞赛金奖得主

在Kaggle上的C-core Iceberg Challenge比赛中，在3343名参赛者中获得第12名. I was awarded a gold medal.

比赛涉及图像处理和深度学习，使用来自卫星的双通道图像区分北半球的冰山和船只.

Factorial

一个帮助你运行实验以改进流程或更好地理解流程的应用程序. 它允许对因素进行多变量分析, 统计功率最大的最佳实验方案建议, 并对达到预期结果的最佳因素组合进行估计.

Woof and Beyond

http://woofandbeyond.com

狗是我个人的爱好，我喜欢制作关于它的内容. 出于这个原因，我创建了一个关于所有与狗有关的内容网站. 从设计、开发、部署到内容撰写，都是我一个人完成的.

Skills

Languages

HTML, Python, JavaScript, Elm, SQL, CSS, GraphQL, C#, HTML5, CSS3, Haskell, C++, Java, TypeScript, Snowflake

Frameworks

.NET, Flask, Redux, Express.js, AngularJS, React Native, Unity3D, Bootstrap，无服务器框架，Spark, Selenium

Libraries/APIs

REST api, React, Scikit-learn, Pandas, PyTorch, Node.. js, TensorFlow, OpenGL, PySpark, NumPy, SpaCy

Tools

GitHub, Pytest, ChatGPT, Vim Text Editor, PyCharm, Git, Amazon Elastic MapReduce (EMR), Amazon弹性容器服务(Amazon ECS), uWSGI, NGINX, Docker Compose, BigQuery, Apache Airflow, Boto 3, Amazon SageMaker

Paradigms

Data Science, REST, Microservices, Test-driven Development (TDD), Agile Software Development, Functional Programming, Database Design, Refactoring, Web Architecture, DevOps, Microservices Architecture, Continuous Integration (CI), ETL

Platforms

Google Cloud Platform (GCP), Jupyter Notebook, Amazon Web Services (AWS), AWS Lambda, Docker, Firebase, Apache Kafka, Heroku, Android, Ubuntu, Visual Studio Code (VS Code), Google App Engine, Amazon EC2, Kubernetes

Storage

Databases, Cloud Firestore, MySQL, Google Cloud, PostgreSQL, Data Pipelines, Google Cloud Storage, Amazon S3 (AWS S3), SQLite, Redis, MongoDB, Memcached, Amazon DynamoDB

Other

Full-stack, Architecture, Machine Learning, Scraping, APIs, Containerization, CI/CD Pipelines, Natural Language Processing (NLP), Proof of Concept (POC), Artificial Intelligence (AI), Computer Vision, Web Applications, Web Development, GPT, 生成预训练变压器(GPT), Back-end, Distributed Systems, Software Architecture, Infrastructure as Code (IaC), Cloud Infrastructure, OpenAI GPT-4 API, OpenAI GPT-3 API, 生成预训练变压器3 (GPT-3), Language Models, Front-end, Deep Learning, Genetic Algorithms, Software Design, Web Scraping, System Architecture, Data Analysis, Image Search, Computer Vision Algorithms, AI Programming, Algorithms, Machine Learning Operations (MLOps), Data Engineering, 语言模型嵌入(ELMo), Windows 10, Progressive Web Applications (PWA), Gatsby, Amazon Kinesis, Serverless, WebSockets, Memcha, Semantic UI, Text Processing, Tornado, Data Warehousing, 生成对抗网络(GANs)

Education

2017 - 2018

深度学习基础纳米计算机科学学位

Udacity - USA

2017 - 2018

机器学习工程师计算机科学纳米学位

Udacity - USA

2011 - 2015

Bachelor's Degree in Computer Science

College Of Management - Israel

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