Lingyi Ma
Angestellt, Data analyst, HIIT
Helsinki, Finnland
Werdegang
Berufserfahrung von Lingyi Ma
Bis heute 15 Jahre und 9 Monate, seit Okt. 2008
Data analyst
HIIT
Job includes Statistical data analysis on users’ data of mobile phone, handling large data set in area of telecommunication to produce statistical models to explain and predict users’ habit; preference and behaviors.
1 Jahr und 7 Monate, Aug. 2005 - Feb. 2007
Researcher
University of Oulu
Job included data mining and statistical data analysis; Statistical models set- up with application in financial and biochemistry area: Financial risk management; Data visualization; Asset evaluation and location; Pricing; portfolio optimization and prediction Financial instruments: Bond and stock;FX Spot Market and FX option; The Swaps Market and money market; Forward and Future contracts Economics & Finance, Accounting Credit Scoring system and Credit risk management Biochemistry computing
Ausbildung von Lingyi Ma
3 Jahre und 7 Monate, Feb. 2007 - Aug. 2010
Statistics
University of Oulu
Multivariate Data Analysis and data mining; Bayesian Data Analysis; Spatial data analysis; Experimental Design and Statistical models set-up; Data Ming techniques etc.
1 Jahr und 2 Monate, Okt. 2003 - Nov. 2004
Financial Mathematics
University of Edinburgh, UK
Stochastic Process; Statistical Methods Mathematical Programming ; Financial Markets, Derivative Pricing and Financial Modeling; Simulation; Financial Risk management;
3 Jahre und 10 Monate, Sep. 1999 - Juni 2003
Mathematics
Normal University, China
Mathematics and Statistics; Information Science
Sprachen
Englisch
Fließend
Chinesisch
Muttersprache
Finnisch
Grundlagen