Michael is available for hire

Michael Perju

Verified Expert in Engineering

Software Developer

Location

London, United Kingdom

Toptal Member Since

July 29, 2021

Michael拥有人工智能学位，在算法和数据结构方面有很强的背景. 他是伦敦皇家霍洛威大学的研究员, 发表了一篇题为“解纠缠表征学习”的论文,，并为博世(Bosch)等客户领导项目, the Mayor of London, 和GLAs大伦敦当局. 他曾与伦敦大学学院和匹兹堡大学等大学的教授合作, EU, US, 以及非洲城市的数据科学项目, to government, Healthtech, and IoT.

Back-end Development Back-end Full-stack MERN Stack Software Engineering Node.js GitHub API Architecture Python API Development Git Express.js REST APIs HTML5 JavaScript Wolfram PyGame MongoDB Product

Portfolio

Condukt Ltd

Python，谷歌云平台(GCP)， MySQL, PostgreSQL, DevOps, CI/CD管道...

THIS ONE LIMITED

React, TypeScript, JavaScript, Node.. js, Python, Django, Shopify API，算法...

Kryptomon

Node.. js, React, Docker, Kubernetes, CI/CD pipeline, PostgreSQL, Blockchain...

Experience

Algorithms - 6 years Python - 5 years React - 4 years Docker - 4 years Kubernetes - 2 years Go - 1 year Terraform - 1 year

Availability

Part-time

Preferred Environment

Linux, Docker，算法，人工智能，Kubernetes, Terraform, JavaScript, Go, Node.js、React、架构、微服务、api、Web服务、后端、GitHub、React Native、PIP

The most amazing...

...我领导的平台构建是为伦敦市长等客户提供的, Washington, New York, 以及欧盟其他八个城市, US, and Africa.

Work Experience

Back-end Engineer

2023 - 2024

Condukt Ltd

用React在两周内重构了一个遗留的前端，用于Tide银行演示(Tide.co).
在两周内交付了一个webhooks功能, 哪一个是基本的业务需求, and helped onboard new clients.
与New Relic, Metabase和BigQuery集成监控和警报.
重新设计云构建CI/CD管道，用于原子的、可预测的部署.

Technologies: Python，谷歌云平台(GCP)， MySQL, PostgreSQL, DevOps, CI/CD管道, Amazon Web Services (AWS), C++, Rust, Go, BigQuery, Metabase

Full-stack Developer

2023 - 2023

THIS ONE LIMITED

在创记录的三个月内，帮助这家初创公司从零开始，包括前端和后端.
将Google Cloud运行服务的内存从8gb减少到512mb, 将预计的每月成本从600美元降低到10美元.
将延迟从2秒减少到0.3秒，肉眼无法察觉.

技术:React, TypeScript, JavaScript, Node.. js, Python, Django, Shopify API，算法, Google Cloud, Google Cloud Platform (GCP), OpenAI GPT-3 API, API Architecture, Redis, eCommerce

Software Engineer

2023 - 2023

Kryptomon

使用React, Node负责产品的各个层面.js back end, containerization with Docker, CI/CD pipelines, 以及每周有1000多人使用的Kubernetes部署.
管理一个五人团队，负责前端、后端和产品特性交付中包含的qa. 维护Jira工作空间，计划，每日更新和.
实施公司范围内的CI/CD管道, 使用Terraform实现基础设施自动化, 安全协议(凭证), keys storage, TLS), data collection with Segment.以及使用New Relic等工具的指标/警报.

Technologies: Node.. js, React, Docker, Kubernetes, CI/CD pipeline, PostgreSQL, Blockchain, Linux, Terraform, Cloudflare, MetaMask, API Architecture, Redis

Go Developer

2022 - 2022

The Daily Wire

开发和改进Go服务以实现可伸缩性, 使它们能够处理60个,000 requests at a time.
维护现有的Go代码库，拥有300多万用户数据库.
在整个系统架构中围绕一套技术工作:PostgreSQL, MySQL, Shopify, Stripe, sockets, and AWS.

Technologies: Go, Distributed Systems, Full-stack, Amazon Web Services (AWS), Stripe, Kibana, REST APIs, Microservices Architecture, Software Engineering, Docker Compose, Web Security, Software Architecture, REST, MySQL, Amazon EC2 API, Back-end Development, Serverless, Firebase, C++, Containers, Unit Testing, Git, HTML, Product Development, API Development, API Integration, Amazon弹性容器服务(Amazon ECS), GitHub, HTML5, RDBMS, API Architecture, Redis

Full-stack Software Engineer

2021 - 2022

汇通金融科技有限公司

实现了向销售团队展示应用程序财务能力的工具, 这需要对平台有深入的了解, tools, technologies, 并在所有代码库中工作.
实现实时预览系统, 为更好的用户体验做出贡献，并对通知进行技术改进.
贡献了新的定制特性，以适应客户的需求，而不会使代码库复杂化或产品开发分支化.

Technologies: Node.js, React, PostgreSQL, MongoDB, Docker, Kubernetes, CI/CD Pipelines, Web Services, Back-end, MERN Stack, Express.js, Kibana, Data Reporting, Distributed Systems, REST APIs, Microservices Architecture, Software Engineering, Docker Compose, Full-stack, Software Architecture, REST, Fintech, Back-end Development, Serverless, Pandas, Containers, Unit Testing, Git, HTML, CSS, Product Development, API Development, API Integration, Redux, GitHub, Material UI, GraphQL, React Native, HTML5, Test-driven Development (TDD), AWS Cloud Architecture, Web Servers, Apache, API Architecture

Head of Technology

2019 - 2021

Tech City Ventures

领导博世等客户的项目开发, CPC Connected Places Catapult, the Mayor of London, 以及伦敦所有13个行政区和华盛顿等城市的GLAs大伦敦当局, New York, Berlin, Nairobi, and Johannesburg.
为http://tech等技术生态系统平台开发模块化解决方案.在美国/欧盟地区的伦敦，使产品易于在几天内进行国际扩展.
采用有效的技术决策，并在技术层面与客户沟通, 与公司管理团队并肩作战.
Grew the team, hired new members, 进行技术访谈, evaluated the cultural fit, and delegated tasks, 以及各种技术解决方案(如JavaScript)的培训, Docker, Kubernetes, and CI/CD pipelines.
与两位大学教授和人工智能专家一起为一款数据科学产品进行研究. 为产品开发了一个强大的基础设施和架构，以便向政府官员和初级数据科学家推销.

技术:JavaScript, Node.js, React, Socket.IO, Linux, Python, Docker, Kubernetes, Architecture, Microservices, APIs, Go, Amazon Web Services (AWS), DevOps, API/Services Architecture, Web Services, Back-end, MERN Stack, Express.js, Kibana, Data Reporting, TypeScript, Distributed Systems, REST APIs, Apache Kafka, Microservices Architecture, Software Engineering, Docker Compose, Full-stack, Software Architecture, REST, Amazon EC2 API, Back-end Development, Twilio API, Serverless, CI/CD Pipelines, Cloudflare, Flask, Istio, NGINX, Containers, Next.js, Service Meshes, Unit Testing, Git, HTML, CSS, Technical Leadership, Product Development, CTO, Team Leadership, API Development, API Integration, Redux, Internet of Things (IoT), Amazon弹性容器服务(Amazon ECS), GitHub, Material UI, GraphQL, SQLAlchemy, Figma, HTML5, RDBMS, Mapbox, Mapbox SDK, Google Maps, Google Maps SDK, API Gateways, Test-driven Development (TDD), AWS Cloud Architecture, Web Servers, Apache, API Architecture, Redis

Undegraduate Researcher

2020 - 2020

伦敦皇家霍洛威大学

发表了一篇题为“解纠缠表征学习”的研究论文." (http://docs.google.com/document/d/18rSndK8WJP4bL89ljXtP3_EkUds-x8RN6tFLRSZ5kxo).
研究了基于自编码器和变分自编码器的表示学习. 课程的先决条件是熟悉神经网络, convolutional neural networks, calculus.
利用Ilyes Khemakhem对变分自编码器的最新研究成果实现了纠缠解, Diederik P. 金玛，里卡多·皮奥·蒙蒂，还有阿波Hyvärinen. (http://arxiv.org/abs/1907.04809).

Technologies: Python, Pygame, PyTorch, NumPy, Neural Networks, Machine Learning, Variational Autoencoders, 卷积神经网络(CNN), Calculus, Linear Algebra, APIs, Back-end, Data Science, Deep Neural Networks, Data Reporting, Pandas, C++, C, Git, GitHub, Conda, PIP, OpenAI

Software Engineer

2018 - 2019

Bytex

参与企业客户，如思科, VMware, and a startup from Portugal, 主要是前端开发.
领导为专业医疗服务开发BI工具http://p-m-s.帮助他们追踪并从保险公司追回资金，并将繁琐的官僚程序和人工流程自动化.
开发核心“提交”系统, similar to how Git works, 确保严格的自动化测试和维护, as well as CI/CD.
领导代码审查并管理一个五人团队, 外包工程师，直接向运营执行总监汇报.

技术:Python，数据库，JavaScript，区块链，React, Node.js, Linux, GitLab CI/CD，微服务，api, PostgreSQL，后端，Stripe, MERN Stack, Express.js, TypeScript, REST APIs, Microservices Architecture, Software Engineering, Full-stack, Software Architecture, REST, Back-end Development, NGINX, Unit Testing, Git, HTML, CSS, Product Development, Django, API Development, API Integration, Redux, GitHub, HTML5, API Architecture, Rideshare Services

Experience

旧金山房价预测

我在大学期间为机器学习课程开发的一个平台.

这项工作包括数据预处理, 使用这些数据在Scikit-learn中训练线性回归器, 设计一个系统架构来承载一个基本的HTML前端, Flask Back end, 以及处理和返回数据的工作者服务.

本科生研究|解纠缠表征学习

http://docs.google.com/document/d/18rSndK8WJP4bL89ljXtP3_EkUds-x8RN6tFLRSZ5kxo/edit?usp=sharing

我们共同研究的课题是使用自编码器和变分自编码器的表示学习. 本课程的先决条件是熟悉神经网络, Convolutional Neural Networks, and Calculus.

我们利用Ilyes Khemakhem关于变分自编码器的最新研究成果，成功地实现了解纠缠, Diederik P. 金玛，里卡多·皮奥·蒙蒂和阿波Hyvärinen: http://arxiv.org/abs/1907.04809.

Tech London

http://tech.london

Tech.伦敦包括最新的信息和资源，在伦敦的人需要获得在技术领域的机会, connect with each other, and grow their businesses. 伦敦市长之间的开创性合作, TechDotX, 以及来自伦敦科技界的众多合作伙伴，体现了增加就业机会的共同承诺, 培养未来的劳动力, support new business, 并最终确保伦敦成为科技创新的中心.

Urban Links Africa

城市链接非洲由英国国家城市创新卓越中心建立, Connected Places Catapult, 帮助英国中小企业与南非和肯尼亚组织合作，开发创新的技术解决方案，以应对非洲一些最迅速崛起的城市面临的关键挑战.

Energy Launchpad

http://energylaunchpad.com/

能源发射台为您提供了一个单一的访问点, 不仅对业务支持，而且对消费者的深入洞察, 对未来政策和监管趋势的指导, 分析你的想法对整个系统的影响, and more. 所有这些都专注于积极致力于抓住英国和国际能源系统清洁增长机会的中小企业.

Thirty3

Thirty3为中小企业(SMEs)提供机会汇总视图，并为自治市和政府组织提供伦敦买家景观的透明度. 该平台还将公共部门采购流程(有时令人生畏)的相关信息可视化，以增强中小企业的采购准备能力. 与大伦敦当局合作建造, 这个平台是一个共同承诺支持整个首都的中小企业和赋予政府机构更大购买力的例子, more customizability, 在采购技术方面也有更多的选择，以确保伦敦仍然是创新中心.

11 Go Projects

http://github.com/MihaiPerju/go/tree/master/projects

完成11个Go项目学习Go.

工作包括无服务器架构(AWS Lambda, API网关)，Wit.ai, Wolfram, Go Fiber, MongoDB, DynamoDB, PostgreSQL, MySQL, Slack bots, DNS工具和通道.

公司信息解决方案-英国，法国，德国，意大利

http://demo.condukt.co

我在两周内构建了一个React应用程序，作为对旧遗留系统性能和功能限制的回应. In two weeks, 我发布了webhooks功能，并集成了New Relic指标/警报, 服务水平目标(slo), 和服务水平指标(SLIs).

Education

2022 - 2023

人工智能硕士学位

利兹大学-英国伦敦

2018 - 2021

人工智能专业本科以上学历

皇家霍洛威，伦敦大学-伦敦，英国

Certifications

JUNE 2018 - PRESENT

CISCO CCNA

CISCO

Skills

Libraries/APIs

Node.js, React, API Development, REST APIs, Stripe, Amazon EC2 API, Pandas, Google Maps, TensorFlow, PyTorch, Socket.IO, Puppeteer, NumPy, Pygame, Scikit-learn, Keras, Wit.ai、Twilio API、SQLAlchemy、Google Maps SDK、Shopify API

Tools

GitLab CI/CD, Git, GitHub, Docker Compose, NGINX, Figma, Amazon EKS, Terraform, Kibana, Istio, Amazon弹性容器服务(Amazon ECS), Apache, MetaMask, BigQuery

Frameworks

Redux, Express.js, Material UI, Jest, Flask, Next.js, Django, React Native

Languages

Python, JavaScript, Go, ECMAScript (ES6), TypeScript, HTML, HTML5, SQL, C++, GraphQL, Wolfram, C, CSS, Rust

Paradigms

REST, Test-driven Development (TDD), Microservices, Unit Testing, API Architecture, DevOps, API/Services Architecture, Data Science, Microservices Architecture, Testing

Platforms

Docker, Google Cloud Platform (GCP), Linux, Kubernetes, Amazon Web Services (AWS), AWS Lambda, Apache Kafka, Firebase, Mapbox, Blockchain

Storage

PostgreSQL, MongoDB, Databases, NoSQL, MySQL, RDBMS, Redis, Relational Databases, Amazon DynamoDB, Google Cloud

Other

Architecture, Back-end, Full-stack, MERN Stack, Software Engineering, Software Architecture, Back-end Development, Product Development, API Integration, OpenAI GPT-3 API, Algorithms, Data Structures, Machine Learning, APIs, CI/CD Pipelines, Web Services, Distributed Systems, Deep Neural Networks, Web Security, Serverless, Cloudflare, Containers, Technical Leadership, Team Leadership, Internet of Things (IoT), Conda, PIP, eCommerce, Artificial Intelligence (AI), Deep Learning, Neural Networks, Operating Systems, Information Security, Computer Vision, Linear Algebra, Calculus, Variational Autoencoders, 卷积神经网络(CNN), Networks, IP Networks, DNS, Data Reporting, Fintech, Animated Prototypes, Finance, Data Engineering, Service Meshes, Encryption, Cryptography, Networking, CTO, Mapbox SDK, API Gateways, AWS Cloud Architecture, Web Servers, OpenAI, Robotics, Data Mining, Metabase, Rideshare Services

Collaboration That Works

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