пропозиції роботи
Michał Dramiński
Specjalista ds. Data Mining, analityk
Warszawa,
mazowieckie
Dołącz do GoldenLine i obejrzyj pełny profil tego użytkownika
Zobacz pełny profil
Języki
angielski
biegły
rosyjski
dobry
Doświadczenie zawodowe
Assistant professor
Institute of Computer Science of the Polish Academy of Sciences
Research in the area of machine learning: classification, clustering, feture selection, data mining, text mining.
An author of over 30 scientific publications. The main areas of his knowledge and scientific experience are: classification, attribute selection from high dimension data (e.g. selection of important genes from DNA or aminoacids from proteins), clustering, text mining, bioinformatics. In most cases he deals with large scale problems (Big Data).
Beatca NLP project (search Engine for up to 1M web pages) "Conceptual maps and intelligent navigation in WWW using Bayesian networks and artificial immune systems".
NEKST: Design and implementation of very efficient web search engine (up to 1 billion pages). The target is to index all polish web pages (around billion web pages). This Hadoop based search engine is focused on deep processing of polish language using sophisticated linguistic methods.
An author of over 30 scientific publications. The main areas of his knowledge and scientific experience are: classification, attribute selection from high dimension data (e.g. selection of important genes from DNA or aminoacids from proteins), clustering, text mining, bioinformatics. In most cases he deals with large scale problems (Big Data).
Beatca NLP project (search Engine for up to 1M web pages) "Conceptual maps and intelligent navigation in WWW using Bayesian networks and artificial immune systems".
NEKST: Design and implementation of very efficient web search engine (up to 1 billion pages). The target is to index all polish web pages (around billion web pages). This Hadoop based search engine is focused on deep processing of polish language using sophisticated linguistic methods.
Netezza Analytics Manager
Leading the Netezza Warsaw Analytics team. Development of In-Database Analytics (INZA) package for Netezza 1000. INZA is a set of statistical and data mining algorithms prepared for processing of BIG DATA.
INZA 1.0/2.0/3.0: Designing and developing INZA modules: naive bayes, decision tree, utils, dmTools (data mining tools), PMML extraction. Designing UCI Uniform Call Interface (1.1, 2.0) which covers User Interface as well as Programmer Interface.
Sentimental analysis projects (EURO 2012 and London 2012).
INZA 1.0/2.0/3.0: Designing and developing INZA modules: naive bayes, decision tree, utils, dmTools (data mining tools), PMML extraction. Designing UCI Uniform Call Interface (1.1, 2.0) which covers User Interface as well as Programmer Interface.
Sentimental analysis projects (EURO 2012 and London 2012).
Senior Data Analysis Lead
Leading of analytics team. Development of In-Database Analytics (iClass) package for Netezza Twin Fin. iClass is a set of statistical and data mining algorithms prepared for processing of BIG DATA.
Assistant
Institute of Computer Science of the Polish Academy of Sciences
Ph.D. student. Dissertaion's title: "Algorytm indukcji reguł decyzyjnych w zadaniach klasyfikacji i selekcji cech w problemach wysokowymiarowych".
Participation in grant:
"Conceptual maps and intelligent navigation in WWW using Bayesian networks and artificial immune systems"
Participation in grant:
"Conceptual maps and intelligent navigation in WWW using Bayesian networks and artificial immune systems"
Data Mining Specialist
Fraud Detection, Segmentation, Prediction,Classification, Various Data Analysis (FOREX, Oil Industry, Social DB, ATM etc. ), Loyalty Programs, Marketing.
Leader of analytics for geant/real ARS system.
Leader of analytics for geant/real ARS system.
Visitor Researcher
George Mason University, Machine Learning Institute
Design and implementation of VINLEN system. The data mining system with revolutionary user interface.
Cooperation with dr Ryszard S. Michalski that has been one of the main researchers in area of data mining.
Cooperation with dr Ryszard S. Michalski that has been one of the main researchers in area of data mining.
Edukacja
Institute of Computer Science, doktorat
Polish Academy of Sciences
Institute of Computer Science, doktoranckie
Polish Academy of Sciences
EiTI/Inżynieria Komputerowa, magisterskie
Politechnika Warszawska
Specjalizacje
Administracja biurowa
Stanowiska asystenckie
IT - Administracja
Inne
IT - Rozwój oprogramowania
Zarządzanie projektem
Zainteresowania
• Science Fiction, fantasy books, movies.
• Industrial, goth, EBM, electronic music. Drums/percussion.
• Sailing, basketball, skiing, snowboarding, martial arts, swimming, biking, windsurfing.
• Traveling, backpacking, far east culture and cuisine. Visited over 30 countries.
• Industrial, goth, EBM, electronic music. Drums/percussion.
• Sailing, basketball, skiing, snowboarding, martial arts, swimming, biking, windsurfing.
• Traveling, backpacking, far east culture and cuisine. Visited over 30 countries.
Inne
Polish and US Driving Licences
Grupy
Politechnika Warszawska
Politechnika Warszawska jest najstarszą polską uczelnią techniczną. Od ponad 180 lat kształci kolejne pokolenia inżynierów, wnosząc istotny wkład w rozwój nauk technicznych.
Analityk
Dla analityków i nieanalityków. Trochę o rozbieraniu problemu na części pierwsze i składaniu w logiczną całość.
Politechnika Warszawska - Wydział Elektroniki i Technik Informacyjnych
Grupa Wydziału Elektroniki i Technik Informacyjnych (WEiTI, EiTI, ELKA), czyli najlepszego wydziału technicznego w Polsce! Ludzie z WEiTI łączmy się!
