Freelance machine learning, web development and IT consulting.
Lumentus is a PR firm based in NY, NY. I was brought on to develop an interactive dashboard which would allow the user to design, plan and monitor traditional PR campaigns while adding in paid media elements.
When setting up the campaign criteria were set including target demographics and reach goals. The results of the campaign were calculated by combining data provided by media clipping services with ratings data. The current status of the campaign was displayed on an interactive dashboard which provided a high level overview with the ability to drill-down on data. The dashboard was written in HTML, Javascript and included Flash elements. The front-end was supplied with data from the back-end using JSON.
I ran the project and my responsibilities included:
This was my own web development company, which I ran and did most of the work for. Some notable projects include:
Media Commerce Systems (MCS) was a company focused on delivering web-based applications to streamline the media buying process. The software was written in ColdFusion and Javascript, and ran on Linux servers running MySQL databases.
My responsibilities included:
SWMX was a technology company delivering a real-time online way to buy and sell broadcast advertising time. The initial application launched by SWMX was RemnantRadio which provided radio stations with a means to sell unsold inventory at the last minute, and advertisers with a means to buy said inventory at a discount.
The systems were written in ColdFusion and Javascript, and ran on Linux servers with MySQL databases.
My responsibilities included:
Zysys Solutions was an IT consulting company based in Irvington, NY. The company developed web-based software to streamline business processes, and also provided technical support for a number of clients.
My responsibilities included:
Recruitsource was a company based in Edison, NJ which was designing software for the recruiting industry. My responsibilities included:
Evolving Systems develops web-based applications. My responsibilities included:
More Sugar is a local printed music newspaper in Westchester County, NY. I was responsible for creating all advertisments, page designs and layouts.
interActive Publishing was a company creating interactive CD-ROMs for corporate clients. I programmed a number of award-winning CD-ROMs in Authorware and Director. Clients included Citibank, Honeywell and Allied Signal.
I developed an interactive CD-ROM for the Allen Memorial Art Musuem at Oberlin College to showcase its collection. The CD was developed in Director and included QuickTime and QuickTime VR movies.
Major: Deep Learning in Computer Vision
Major: Bayesian Methods for Machine Learning
Major: Intro to Deep Learning
Major: Maschinelles lernen
Major: Tiefes Lernen
Major: Datenwissenschaft
Major: Finanzen
Major: Computerwissenschaften
Maschinelles lernen : Python, R, MatLab, TensorFlow, Keras, scikit-learn, caret, XGBoost, LightGBM
Web Skills : Python, PHP, HTML, CSS, Javascript, jQuery, SQL, Bootstrap CSS; JSON; Web services, API, REST/SOAP
Web-Frameworks : Django, Laravel, Symfony, Zend Framework
Erfahrungen mit : Scala, ColdFusion, Perl, Ruby, Postgres, VueJS
Web Servers : Apache, Nginx
HPC : CUDA, CuDNN
Datenbanken : MySQL; PostgreSQL; Redis; SQLLite; MS SQL Server
Software : PyCharm, MatLab, Octave, R Studio, Composer, Eclipse, PHPStorm, Photoshop, Illustrator, Microsoft Office, Microsoft Project
Versionskontrolle : Git, Subversion
Cloud : Google Cloud Engine, AWS
Englisch - Muttersprache
Französisch - Zweisprachig, C2
Deutsch - A1-A2