Michael Perju
Verified Expert in Engineering
Software Developer
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. He was a researcher at the Royal Holloway University of London, delivered a paper titled "Disentangled Representation Learning," and led projects for clients such as Bosch, the Mayor of London, and GLAs Greater London Authorities. 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, and African cities on projects from data science, to government, Healthtech, and IoT.
Portfolio
Experience
Availability
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...
...platform builds I led were for clients such as the Mayor of London, Washington, New York, and other eight cities across the EU, US, and Africa.
Work Experience
Back-end Engineer
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).
- Delivered a webhooks feature in two weeks, which was an essential business requirement, and helped onboard new clients.
- Integrated monitoring and alerts with New Relic, Metabase, and BigQuery.
- Redesigned Cloud Build CI/CD pipelines for atomic, predictable deployments.
Full-stack Developer
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.
- Reduced a Google Cloud run service to 512 MB of memory instead of 8 GB, reducing the projected monthly cost from $600 to $10.
- Reduced the latency from 2 seconds to 0.3 seconds, imperceptible to the human eye.
Software Engineer
Kryptomon
- Worked on all layers of the product using React, Node.js back end, containerization with Docker, CI/CD pipelines, and Kubernetes deployments for the product used by 1000+ people weekly.
- 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. Maintained the Jira workspace, planning, daily catch-ups and.
- Implemented company-wide CI/CD pipelines, infrastructure automation with Terraform, security protocols (credentials, keys storage, TLS), data collection with Segment.io, and metrics/alerts with tools like New Relic.
Go Developer
The Daily Wire
- Developed and improved Go services for scalability purposes, making them capable of handling 60,000 requests at a time.
- Maintained existing Go codebase with a 3+ million users database.
- 在整个系统架构中围绕一套技术工作:PostgreSQL, MySQL, Shopify, Stripe, sockets, and AWS.
Full-stack Software Engineer
Moneyhub Financial Technology Ltd
- 实现了向销售团队展示应用程序财务能力的工具, which requires a deep understanding of the platform, tools, technologies, and work across all the codebase.
- Implemented live preview systems, 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.
Head of Technology
Tech City Ventures
- Led the development of projects for clients such as Bosch, 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, alongside the company management team.
- Grew the team, hired new members, conducted technical interviews, evaluated the cultural fit, and delegated tasks, as well as training on a variety of technology solutions such as JavaScript, 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.
Undegraduate Researcher
Royal Holloway University of London
- Delivered a research paper titled "Disentangled Representation Learning." (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. The course prerequisites were familiarity with neural networks, 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. Kingma, Ricardo Pio Monti, and Aapo Hyvärinen. (http://arxiv.org/abs/1907.04809).
Software Engineer
Bytex
- Engaged corporate clients such as CISCO, VMware, and a startup from Portugal, mostly on front-end development.
- 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.
- Developed the core "commit" system, similar to how Git works, ensuring rigorous automated testing and maintenance, as well as CI/CD.
- Led code reviews and managed a team of five great, 外包工程师，直接向运营执行总监汇报.
Experience
House Price Prediction San Francisco
The work included data preprocessing, using the data to train a linear regressor in Scikit-learn, and designing a system architecture to host a basic HTML front end, Flask Back end, and a worker service to process and return the data.
Undergraduate Research | Disentangled Representation Learning
http://docs.google.com/document/d/18rSndK8WJP4bL89ljXtP3_EkUds-x8RN6tFLRSZ5kxo/edit?usp=sharing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. Kingma, Ricardo Pio Monti, and Aapo Hyvärinen: http://arxiv.org/abs/1907.04809.
Tech London
http://tech.londonUrban Links Africa
Energy Launchpad
http://energylaunchpad.com/Thirty3
11 Go Projects
http://github.com/MihaiPerju/go/tree/master/projectsWork includes serverless architecture (AWS Lambda, API Gateways), Wit.ai, Wolfram, Go Fiber, MongoDB, DynamoDB, PostgreSQL, MySQL, Slack bots, DNS工具和通道.
Company Information Solution – UK, France, Germany, Italy
http://demo.condukt.coSkills
Languages
Python, JavaScript, Go, ECMAScript (ES6), TypeScript, HTML, HTML5, SQL, C++, GraphQL, Wolfram, C, CSS, Rust
Frameworks
Redux, Express.js, Material UI, Jest, Flask, Next.js, Django, React Native
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 Elastic Container Service (Amazon ECS), Apache, MetaMask, BigQuery
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, Convolutional Neural Networks (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 Development, Web Servers, OpenAI, Robotics, Data Mining, Metabase, Rideshare Services
Education
Master's Degree in Artificial Intelligence
University of Leeds - London, England
Bachelor's Degree in Artificial Intelligence
Royal Holloway, University of London - London, England
Certifications
CISCO CCNA
CISCO
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