Robert Taylor, Developer in Wooster, OH, United States
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Robert Taylor

Verified Expert  in Engineering

Machine Learning Developer

Location
Wooster, OH, United States
Toptal Member Since
February 9, 2016

Robert是一名拥有超过十年行业经验的全栈软件工程师. He has worked with various clients, including Agile startups and larger companies, 对软件工程和所涉及的过程有一个广泛的认识. Robert目前专注于从头开始构建复杂的多层应用程序, 利用紧密团队的协作能力来有效地实现每个解决方案.

ProgrammingLinuxGitPythonMySQLDjangoDjango REST FrameworkJavaScriptSQLiteNumPySciPyAmazon Web Services (AWS)ReactMarkdownSublime TextHapi.jsAAC

Portfolio

Drover AI
Python、React、Gatsby、亚马逊网络服务(AWS)、AWS IoT、机器学习...
PRC-Saltillo
Python, Django, JavaScript, React, C++
PRC-Saltillo
Django, Python

Experience

Python - 12 yearsMachine Learning - 11 yearsDjango - 10 yearsJavaScript - 7 yearsDjango REST Framework - 7 yearsAmazon Web Services (AWS) - 5 yearsReact - 5 yearsZeroMQ - 4 years

Availability

Full-time

Preferred Environment

Python, Amazon Web Services (AWS), Django, React, Gatsby, C++, ZeroMQ, JavaScript, Scikit-learn, OpenCV

The most amazing...

...我为客户设计并实现的应用程序是一个物联网管理解决方案，用于跟踪和更新大型全球设备网络.

Work Experience

Independent Contractor

2021 - PRESENT
Drover AI
  • 将客户端代码库的早期概念验证迭代产品化，现在已部署在全球数千台设备上.
  • 就将敏捷过程和最佳实践纳入其开发流程的方法向客户提供建议.
  • Managed a small, 多学科团队根据客户需求设计和构建物联网应用程序.
Technologies: Python、React、Gatsby、亚马逊网络服务(AWS)、AWS IoT、机器学习, Computer Vision

Independent Contractor

2021 - 2022
PRC-Saltillo
  • Architected, designed, 并实现了一个用于生成单词预测引擎的应用程序，可以在客户的其他软件产品中使用.
  • 管理一个小型的多学科团队，根据客户的需求设计和构建应用程序.
  • 完成应用程序的整个开发过程——从最初的构思开始, architecture, and UI designs to implementation, deployment, and production.
Technologies: Python, Django, JavaScript, React, C++

Independent Contractor

2016 - 2021
PRC-Saltillo
  • 帮助中国的工程部门现代化其旗舰增强和替代通信(AAC)软件套件.
  • Redeveloped product features in Python originally written in C/C++.
  • Supported multiple platforms, including Windows and Android.
  • 在发展之前，创建并提交了许多设计方案，并由中国批准.
  • Worked closely with the PRC software team to integrate new features.
  • Designed and developed several highly complex features, 包括单词或拼写预测算法和内容翻译实用程序.
  • 为提交的每个模块编写了大量的单元测试和文档.
Technologies: Django, Python

Independent Contractor

2018 - 2019
GiveGauge
  • 为俄亥俄州一家初创公司提供咨询服务，该公司为志愿者组织提供网络平台来管理他们的活动, people, and hours.
  • Provided direction for productizing their multilayer online platform, developed in Python, JavaScript, and MySQL.
  • Managed a small team of developers, 将敏捷过程和最佳实践整合到他们的开发流程中.
Technologies: Python, Django, JavaScript, MySQL

Independent Contractor

2014 - 2014
Texas A&M
  • 与Blackland研究和推广中心的研究人员密切合作，开发了一种实用且科学准确的工具来划定流域.
  • 学习如何读取地形GIS数据作为输入和输出的矢量图和图像，代表当地存在的流网络.
  • Wrote complete documentation of the tool and the underlying API. Published the documentation in both PDF and HTML format.
  • 开发了一个健壮的错误捕获库来处理麻烦的输入数据.
  • Wrote extensive unit tests.
Technologies: Python

Independent Contractor

2013 - 2014
Prentke Romich (merged with PRC-Saltillo)
  • Developed Realize Language, 一个自定义的web应用程序，用于分析PRC客户的语音模式并绘制图形. 在盈利性web应用程序的开发、测试和发布过程中获得经验.
  • 通过利用多种语言、库和技术，交付健壮的最终产品.
  • Integrated multiple back and front-end processes to produce a seamless, feature-filled user experience.
Technologies: CSS, CoffeeScript, JavaScript, HTML, Python, MySQL, PHP

Software Engineer

2011 - 2012
Prentke Romich (merged with PRC-Saltillo)
  • 开发和支持公司的旗舰AAC软件套件，用C/ c++编写.
  • 内置并支持眼球追踪技术，能够追踪用户眼睛在平板电脑屏幕上的位置或内容.
  • 调查和探索最新的尖端软件技术产品，以及如何在公司未来的产品中利用它们.
  • 开创了公司下一代软件的第一个原型.
  • 撰写和维护大量的功能和技术规范.
Technologies: SQL, Python, C++

Research Assistent

2011 - 2011
NASA Goddard Space Flight Center
  • 开发了一个用Python编写的开源光学建模工具:github.com/foxsi/foxsi-optics-sim.
  • 创建了一个x射线掠光光学模块(FOXSI望远镜)模型，模拟了射线如何进入和离开该模块.
  • Made extensive use of Numpy/SciPy science packages.
  • Made extensive use of mathematical and scientific computing background.
  • Included complete documentation of code and background science.
Technologies: Python

Research Assistent

2010 - 2010
Goodyear Tire & Rubber Company
  • 研究如何最好地利用人工神经网络来预测给定不同橡胶配方的轮胎的某些物理性能.
  • 制作了一个matlab驱动的工具，能够执行属性预测, which Goodyear later incorporated into its rubber simulations.
  • 获得了MATLAB和通用模型构建策略的丰富经验.
  • Gave multiple presentations and demos of the tool.
  • 撰写了一份完整的项目报告和结果，供固特异公司内部使用.
Technologies: MATLAB

Ticka Python Script

A Python script that is part of a personal research project of mine. Its purpose is simple: automate the lengthy ZIP extraction, CSV parsing, 以及HDF5存档在truefx公开发现的外汇市场数据.com.

Trip Manager (Web Application)

点击链接观看我提交Toptal面试过程的最终项目的现场演示. web应用程序建立在Python/Apache/MySQL/Linux堆栈上，前端支持用HTML/CoffeeScript/SASS编写.

Features:
* Django-powered back-end
* Registration/Login/User Permissions
* AJAX-powered forms and tables
* Advanced data search and filtering
* RESTful API

PyLBFGS

http://bitbucket.org/rtaylor/pylbfgs
PyLBFGS是libLBFGS库的Python 3包装器——有限内存Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)算法的C端口(由Naoaki Okazaki编写)(由Jorge Nocedal用Fortran编写).
2015 - 2016

Master of Science Degree in Applied Mathematics

University of Washington - Seattle, Washington, USA

2007 - 2011

Bachelor of Arts Degree in Mathematics and Computer Science

The College of Wooster - Wooster, Ohio, USA

Libraries/APIs

Pandas, NumPy, SciPy, React, ZeroMQ, Scikit-learn, OpenCV, Google Ads API, Google API, Facebook API, jQuery UI, jQuery, OpenGL

Tools

Git, Terminal, Sublime Text, MATLAB, Adobe Photoshop, LaTeX, Apache

Frameworks

Django REST Framework, Django, OAuth 2, Yii 2, Qt

Languages

Markdown, HTML, JavaScript, Python, SQL, CSS, c++， C, PHP, Sass, CoffeeScript, Java

Platforms

Ubuntu, Linux, Amazon Web Services (AWS), AWS IoT, Windows, MacOS

Storage

SQLite, MySQL

Paradigms

Automation

Other

盖茨比，编程，Cython，数学建模，机器学习，计算机视觉，优化

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