R&D Software Engineer Intern @ - Deep learning applied on images for different classification tasks: implemented deep belief networks, added several heuristics, improved the classification error on the MNIST dataset from 1.06% to 0.7%, redesigned the old classification framework. Language used: C++.
- Master Thesis Project: Vision system using a lightfield camera. From July 2014 to July 2015 (1 year 1 month) NeuchâtelTeaching Assistant @ Teaching Assistant at the Computer Networks course
Responsibilities: teach during laboratory classes, write problems for homework assignments, grade quiz. From September 2013 to January 2014 (5 months) LausanneUndergraduate Teaching Assistant @ Teaching Assistant at the Local Networks course.
Responsibilities: teach during laboratory classes, write lab exercises, revise and write questions for the mid-term quiz. From October 2012 to February 2013 (5 months) Bucharest, RomaniaResearch Engineer Intern @ Configured the crawler (Nutch) and the indexer (Solr).
Integrated the specific parsers implemented by the other teammates by writing plug-ins.
Made the processes of crawling and indexing to run automatically every 2 hours, every day. From July 2012 to October 2012 (4 months) Research Engineer Intern @ Identify the most frequent pattern in a chat
Language used: Java with the POS-tagger from Stanford and the dictionary of synonyms from WordNet. From July 2011 to September 2011 (3 months) Bucharest, Romania
Master's degree, Computer Science @ Ecole polytechnique fédérale de Lausanne From 2013 to 2015 Bachelor's degree, Computer Science and Engineering @ University Politehnica of Bucharest From 2009 to 2013 Mathematics and Informatics @ "Vasile Alecsandri" National College, Galati From 2005 to 2009 Silvia Marcu is skilled in: Algorithms, C, C++, Java, Python, Machine Learning, Distributed Systems, Linux, Programming, Software Engineering, SQL, Data Struc, OpenCV, Machine l, Parallel Programming, Image Processing, Matlab