Max Hollmann
Verified Expert in Engineering
Deep Learning Developer
Max是一位经验丰富的全栈开发人员,拥有数据科学背景. With extensive experience in Ruby on Rails, 过去几年,他主要在基于python的环境中工作. Max与大型团队合作,为大型软件系统提供后端解决方案,并从头开始为早期初创公司设计和实施完整的技术堆栈. 他多样化的技能使他成为一名令人难以置信的多才多艺的工程师.
Portfolio
Experience
Availability
Preferred Environment
Git, Emacs, Unix
The most amazing...
...我建立了一个网络应用程序,使用NLP和机器学习来找出谁在播客节目中接受了采访——建立一个以人为中心的播客目录.
Work Experience
CTO
BlueSky API
- Built a high-performance public API using FastAPI, 简化用户对历史天气预报数据的访问.
- 设计并实现ETL流程,将来自不同来源的天气数据聚合为基于zarr的格式.
- Developed a 2-tiered storage system, 对数据摄取采用写优化分块,对数据检索采用读优化分块.
- Automated tests, Docker builds, infrastructure, and deployments using GitLab CI, Kubernetes, and Argo CD for a fast development cycle.
- 使用Vue设计并实现项目网站.js with Nuxt.js.
Senior Ruby on Rails Developer
Sum.cumo Sapiens GmbH
- 领导实施了一个分散的方案,以处理汽车保险之间折扣类别的所有权.
- 通过开发一个框架来为上述语义生成测试数据,节省了开发人员数周的时间.
- 设计并实现了多渠道客户沟通框架.
Lead Developer
Allinfluence.com
- Developed a podcast directory and scaled it to 2.5 million episodes and 800,000 interviewees.
- 使用NLP模型提取出现在播客上的人的名字,并使用各种机器学习模型对出现的类型进行分类.
- 使用Sidekiq实现了一个系统来并行处理来自数千个播客的新数据.
- 建立一个Elasticsearch服务器来支持快速和强大的搜索.
- 使用Chef管理DigitalOcean的服务器基础设施.
Consultant
Townhallapp.io
- 改进了现有代码库和数据库设计的质量, 并为未来发展建立可持续的设计模式.
- 实现了前端的完全重新设计,具有更好的响应能力和全面的用户体验.
- 创建了一个报告系统,用于在线投票结果和选民的人口统计数据, both as HTML and as CSV.
Lead Developer
Relodeck
- 从创业公司的想法到第一个大客户,提供技术指导.
- 实现一个复杂CMS/CRM解决方案的后端和API.
- Set up a reminder service using push notifications, 直接与苹果推送通知服务和谷歌云消息接口.
- 协调iOS和Android应用的开发.
- Interviewed and screened mobile app developers.
Web Developer
Empuxa GmbH
- 实施了一个平台,让患者有机会根据各种标准对他们的护理提供者进行评分.
- 为客户支持软件实现了一个Facebook应用程序,增加了公司和客户之间的沟通渠道.
Developer
VisionN
- 开发了一种工具来可视化公司3D重建软件的准确性.
- 实现了将MPEG4视频转换为单帧的库.
Experience
Autonomous GPT Software Engineer
http://github.com/maxhollmann/allmecaPodify
http://www.podify.org/JukeTube.org
EmployersRated.com
Ruby Gem: Rails API Explorer
http://github.com/maxhollmann/rails_api_explorerSkills
Languages
Bash, R, Python, Ruby, CoffeeScript, JavaScript, Sass, Haml, HTML5, CSS, HTML, Python 3, ECMAScript (ES6), SQL, C++, CSS3, Java, GraphQL
Frameworks
Ruby on Rails (RoR), Slim, Capybara, Bootstrap 3, Bootstrap, Vuetify, Flask, ActionCable
Libraries/APIs
REST API, Sidekiq, jQuery, ActiveRecord, Ruby on Rails API, Node.js, Keras, TensorFlow, Luigi, Vue, NumPy, Pandas, Google Maps, Twitter API, Facebook Open Graph API, FFmpeg, Ractive.js, D3.js, React, SciPy, OpenAPI
Tools
Git, Emacs, RSpec, Jupyter, GitHub, TensorBoard, GitLab CI/CD, Apple Push Notifications, Google Cloud Messaging, NGINX, MATLAB, Chef, Terraform
Paradigms
Agile Software Development, Test-driven Development (TDD), Data Science, Object-oriented Design (OOD), Plain Old Ruby Object (PORO), DevOps, Hosting
Platforms
Linux、Unix、Heroku、Docker、Jupyter Notebook、Kubernetes、Amazon Web Services (AWS)、DigitalOcean
Storage
JSON, PostgreSQL,数据库,MySQL, Memcached, Redis, MongoDB, Elasticsearch
Other
Machine Learning, FastAPI, Zarr, Software Design, Architecture, Full-stack, SaaS, APIs, Statistics, Deep Learning, OpenAI GPT-4 API, Data Engineering, Leadership, Caching, Geospatial Data, Image Processing, Video Processing, Push Notifications, Facebook, Natural Language Processing (NLP), WebSockets, Dry-rb, Artificial Intelligence (AI), GPT, Generative Pre-trained Transformers (GPT), Argo CD, OpenAI GPT-3 API, Bayesian Statistics, Science, Psychology, Psychology & Mental Health, Cognitive Psychology
Education
统计与数据科学理学硕士学位
Leiden University - Leiden, Netherlands
Bachelor's Degree in Psychology
University of Groningen - Groningen, Netherlands