Director, Search at Etsy
San Francisco, California
Impact Computing Corporation
Senior Systems Engineer
January 2013 to January 2014
Washington D.C. Metro Area
Atlantic Media Company
Senior Web Developer
March 2012 to January 2013
White Oak Technologies, Inc.
January 2009 to March 2012
Long & Foster
January 2008 to January 2009
AOL Time Warner
2004 to 2007
Senior Staff Data Scientist
September 2016 to November 2019
San Francisco Bay Area
Blackbird Technologies, Inc
Engineer - Founding Team
February 2014 to September 2016
San Francisco Bay Area
I architected and designed from the ground up a full production system for processing and evaluating the impact of weather using cutting edge research, setting the state of the art for predicting weather impact. I architected and designed from the ground up a full production system for processing and evaluating the impact of weather using cutting edge research, setting the state of the art for predicting weather impact.
What company does Andrew Stanton work for?
Andrew Stanton works for Impact Computing Corporation
What is Andrew Stanton's role at Impact Computing Corporation?
Andrew Stanton is Senior Systems Engineer
What industry does Andrew Stanton work in?
Andrew Stanton works in the Computer Software industry.
💼 Past Experience
The experience of working on search at Etsy has been very rewarding. I have been able to help implement search strategies and build the backend infrastructure that helps make Etsy's search platforms the most accurate and comprehensive in the industry. Additionally, I have been able to work on various project areas that have had a big impact on Search over the past few years, such as online marketing and advertising, shipping, and call screening.
Andrew Stanton's education provides him with an understanding of the computer-related industries. He has a degree in Computer Science from George Mason University, which he obtained in 2002. He went on to receive a Masters in Educational Technology from the same school in 2006. Consequently, his educational background provides him with the ability to provide relevant and market-leading software development solutions.
💡 Technical & Interpersonal Skills
As an engineer at Impact Computing Corporation, I designed and built a full production system for processing and evaluating the impact of weather using cutting edge research, setting the state of the art for predicting weather impact. Senior Web Developer at Atlantic Media Company from March 2012 to January 2013 (11 months). Computer Scientist at White Oak Technologies, Inc. from January 2009 to March 2012 (3 years 3 months). In long: * ML and multimodal record linking*Server design and implementation*Big Data* Performance and Scaling* Compilers* Information RetrievalWhile working for White Oak Technologies, I handled full stack development, writing code to work with terabyte scale data. On the backend, I designed and wrote high performance database servers that interfaced and handled large datasets in realtime, while remaining robust and easy to use. I wrote full compilers to speed up proprietary DSLs for filtering through data and generating web markup. These were largely written in Python with scatterings of C/C++ and C-based Python extensions. I maintained interfaces between our C/++ level code and Python.I designed and wrote from the ground up distributed caching databases to handle the processing of large amounts of data. I designed deterministic auto-caching and invalidation of raw SQL queries in an Oracle environment, resulting in dramatic speed increases. I wrote from scratch high performance data indexers (B-tree and hash based) in pure Python to handle tens to hundreds of millions of distinct pieces of data, resulting in improved performance in our information retrieval services. All written from the ground up with no external libraries.In long: While working for Whiteoak Technologies, I handled full stack development, writing code to work with terabyte scale data. On the backend, I designed and wrote high performance database servers that interfaced and handled large datasets in realtime, while remaining robust and easy to use. There was significant speedup across several different algorithms and languages used in the development of the system. The system was used in production for a period of 2 years with no issues reported. I also wrote from scratch high performance data indexers, which processed tens to hundreds of millions of data objects in an online applicaiton very quickly and with low complexity. This was done while remaining reliable and easy to use. Finally on the frontend, I wrote from scratch and extended an inherited proprietary template language, increasing render speed by up to two orders of a magnitude, with it rendering markup over 10x faster than other publicly available templaters (IE. Mako and Jinja). I also wrote from scratch and extending the jQuery library to handle more advanced event-based programming, as well as compile time feature detection and dynamic runtime function inlining for hot loops. I was also directly responsible for driving the product and technical strategy forSearch. In sum, I've been involved in developing and administered high-performance, scalable machine learning products, across a wide range of industries. These experiences have
Introversion (I), Intuition (N), Thinking (T), Judging (J)
2 year(s), 2 month(s)
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