马太福音 is 可用 租用
雇佣 马太福音马修Warkentin
验证专家 in 工程
机器学习开发人员
位置
波特兰，俄勒冈，美国
至今成员总数
2019年3月8日
自2014年以来, 马太福音 has been working professionally in the fields he loves, software and data—culminating in him co-founding the Rubota corporation in 2017. 在那之前, he spent the past decade at 康奈尔大学 conducting scientific research specifically in statistical and biological physics. 总之, 马修是个迷人的人, intense communicator with a passion for knowledge and understanding.
Portfolio
Toptal客户
分析, 数据分析, 业务需求, 数据管道, SQL...
Toptal客户
亚马逊网络服务(AWS), SQL, Python, 定价模型, 数据分析...
Rubota公司
机器学习, Python, 数据管道, 数据科学, Linux, 统计数据...
Experience
Availability
兼职
首选的环境
亚马逊网络服务(AWS), Linux, Python, SQL, Google Cloud Platform (GCP), 统计数据
最神奇的...
...thing I've done was to co-found Rubota, a supply chain intelligence technology startup.
工作Experience
VP |数据与分析
2020年至今
Toptal客户
- Built a world-class data and analytics function to handle hundreds of millions of user interactions covering infrastructure, 仓库, 报告/指示板, real-time graph-based recommendations, 倾向模型, 应用内搜索, 自动化QA.
- Managed over 10x user growth accompanying the launch of strategic partnership.
- Supported the decision-making for 4-6 projects or 产品 features per quarter in engineering, 产品, 市场营销, 和金融.
- Developed a real-time computer vision system for officiating match play in live streams using multimodal LLMs.
技术:分析, 数据分析, 业务需求, 数据管道, SQL, 计算机视觉, 机器学习, 优化, 人工智能模型训练, 数据科学, Linux, 统计数据, 建模, 可视化, 工程数据, Google Cloud Platform (GCP), 人工智能 (AI)
数据科学家 (Generalist)
2019 - 2020
Toptal客户
- Developed end-to-end 市场营销 data and analytics solution, 覆盖刮, 融合, 预测建模, 部署, 报告, 和评估.
- Completed studies and proofs of concept for company leadership and regularly advised at that level.
- Built a hybrid statistical/NLP model for the impact of online reviews.
- Created a qualitative analysis framework to develop coding schemes for survey responses.
- Developed a predictive model for an all-in cost of delivery using years of historical data.
- Built prototype eCommerce pricing and UX model based on years of historical sales data. Spun out with multiple rounds raised.
Technologies: 亚马逊网络服务(AWS), SQL, Python, 定价模型, 数据分析, 业务需求, 数据管道, 机器学习, 优化, 人工智能模型训练, 数据科学, Linux, 统计数据, 建模, 可视化, 工程数据, 分析, 人工智能 (AI)
Co-founder | Vice President of Data and 分析
2017 - 2019
Rubota公司
- Collected and integrated data from disparate sources into a unified model.
- Worked with the chief engineer to develop a platform data model.
- Integrated in-house and third-party entity analytics.
Technologies: 机器学习, Python, 数据管道, 数据科学, Linux, 统计数据, 建模, 可视化, 工程数据, 数据分析, 业务需求, SQL, 分析, 人工智能 (AI)
数据科学家
2014 - 2016
Thetus公司
- Produced prototypes and handled third-party integrations.
- Engaged with customers to understand their data and applications.
- Supported sales and 市场营销 with demonstrations tailored to target customers.
- Led the analysis team supporting sales to industry clients.
Technologies: 亚马逊网络服务(AWS), Python, 数据分析, 业务需求, 数据管道, 数据科学, Linux, 统计数据, 建模, 可视化, 工程数据, 优化, SQL, 分析, 机器学习, 人工智能 (AI)
博士后研究人员
2009 - 2014
康奈尔大学
- Authored eight peer-reviewed studies in X-ray science, structural biology, and statistical mechanics.
- Developed novel analytical and visualization tools to investigate protein conformational motions.
- Managed the teams running experiments at Cornell's X-ray source and Argonne National Lab under extreme time pressure (typically 24 to 48 hours from start to finish).
- Built and maintained data pipelines to construct 3D models of macromolecules from thousands of X-ray images.
技术:Python, 数据分析, 数据管道, 计算机视觉, 机器学习, 优化, 数据科学, Linux, 统计数据, 建模, 物理, 可视化, 工程数据, 生物信息学
Graduate 研究 Assistant
2004 - 2009
康奈尔大学
- Pioneered experimental techniques to exploit opportunities in the rapidly-evolving field of structural biology.
- Standardized and automated existing data collection and processing practices, resulting in a greatly increased impact on the final 产品.
- Managed undergraduate research projects, typically resulting in co-authorship on publications in international scientific journals.
Linux技术:, Python, 数据分析, 数据管道, 计算机视觉, 数据科学, 统计数据, 建模, 物理, 可视化, 工程数据, 优化, 生物信息学
Experience
Rubota公司
在Rubota, a supply chain intelligence technology startup, I served as the co-founder and VP of data and analytics. My primary focus was on developing unstructured analytics for integrated supply chain for an enterprise customer.
Skills
语言
SQL, Python
平台
Google Cloud Platform (GCP), 亚马逊网络服务(AWS), Linux
其他
工程数据, 机器学习, 统计数据, 物理, 建模, 数据分析, 可视化, 优化, 计算机视觉, 分析, 业务需求, 人工智能模型训练, 人工智能 (AI), 定价模型
范例
数据科学
存储
数据管道
行业专业知识
生物信息学
教育
2004 - 2009
物理学博士学位
康奈尔大学 - Ithaca, NY, USA
2000 - 2004
Bachelor of Arts Degree in 物理
UCSC | University of California, Santa Cruz - Santa Cruz, CA, USA
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