chien lu

doctoral researcher

About

My working blog: http://rightthewaygeek.blogspot.tw/ ■Statistical analysis *Experienced in data analysis in meteorology, public health, telecommunication and e-commerce field. *Being able to use R and SAS for complex statistical computing (parallel computing, MCMC). ■Big data *Familiar with Teradata Aster. *Being Capable of programming Hadoop map-reduce job in R (with RHadoop project) and JAVA (Job chaining, multiple input and output), Spark in python. *Have working experiences in apache mahout for machine learning tasks (k-means clustering, collaborative-filtering recommendation, F-P growth). *Limited experiences in Hive and Pig. ■Database *Familiar with SQL programming. *Limited experience in MongoDB. ■ETL tools *Limited experience in talend open studio. ■Programming skills *Familiar with R, SAS and T-SQL. *Limited experience in Matlab, JAVA, Scala and Python.

Country

finland

City

finland

Industry

research

Skill

r, machine learning, sas, java, c++, python, statistical programming, statistical modeling, microsoft sql server, matlab, bayesian statistics, web development, octave, scala, ruby on rails, apache spark, hadoop, time series analysis, data mining, statistics

Experience

research assistant

university of tampere

2017-4 - 2018-8 · 1 yr 5 mos

Text mining, Topic modeling

doctoral researcher

tampere university

2018-9 - Present · 8 yrs 1 mo

doctoral researcher

university of tampere

2018-9 - Present · 8 yrs 1 mo

data mining programmer

newegg

2013-1 - 2015-3 · 2 yrs 3 mos

Online recommender system development.

project member

demola

2015-9 - 2016-1 · 5 mos

* Project "Children's disease map" * Prediction model * Data model design and database management

big data consultant

teradata

2015-3 - 2015-8 · 6 mos

Customer online-behaviour data analysis. Movie recommendation system.

reserved corporal of medical service

ministry of national defense

2012-1 - 2012-12 · 1 yr

* Compulsory military service. * Emergency Medical Technician. * Staff of Emergency room in Zouying Armed Forces General Hospital.

research assistant

national taiwan university

2011-7 - 2011-12 · 6 mos

* Association research of meteorological indexes and disease * National Health insurance research database

summer intern

aalto university school of science and technology

2016-6 - 2016-8 · 3 mos

Probabilistic Machine Learning (PML) group

summer intern

central weather bureau

2010-7 - 2010-8 · 2 mos

* Weather forecast verification. * Research topic “A Distribution-oriented Probabilistic Verification Score for * Forecasts” which was later published on 2011 Conference on Weather Analysis, Forecasting and Seismic Observation, Central Weather Bureau, Ministry of Transportation and communication, Taipei, Taiwan R.O.C (oral presentation)