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Artificial intelligence Researcher / Data analysis Programmer

 

Artificial intelligence technologies (data minding, data analysis, neural networks, fuzzy logic, Baysian Networks),
Computational linguistics (text mining, ontology, knowledge representation, text summarization, natural language processing),
Web development (HTML, javascript, ASP, servlet)
Java, C++ (VC++), Prolog, Lisp, Perl
Database (SQL)
Enjoy challenges and learning new technologies and fields.
Keen interests in bioinformatics and cognitive science


My main interest has been to understand how our brains carry out sophisticated tasks, which has led me to acquire various experiences and knowledge pertaining machine learning and computational logic to simulate, someday, the (partial) power of brains. Research on Artificial Life (A-Life) fascinates me in this context. The learning (including reasoning, planning and adapting) ability is the central part by which the brain claims the evidence of its intelligence. I hope someday I will create an artificial brain that can pass the Turing test. What I started for fun by working on Natural Language Processing to have a good communication interface for this simulation, later, became a crucial part of my Ph.D. research. Formalizing context is the main challenge of this project. The importance of context cannot be overemphasized especially in most of the real-world problems of dynamic and complex environment. I have attended cognitive science meetings at my previous university, in which people from various majors including cognitive psychology and philosophy discussed how our brains work. Some of the topics covered at the meeting were cognition, language, memory, etc.

However my interest isn?t limited just to A-Life. I consider myself an AI-er who is interested in various topics in Artificial Intelligence. I?ve got my master degree in computer science by publishing a thesis which thoroughly compared and analyzed two input encoding schemas for different Neural Networks architectures and learning methods using MATLAB toolkits.
Also I am interested in statistical analysis and inferences. I took some probability and statistics classes, sat in a data minding class, and attended several bioinformatics seminars. It is amazing to realize that some of seemingly different problems in AI are particular cases of the root finding (or function fitting) problem in math. My interests also extend to bioinformatics and cognitive science.

Based in:

United Kingdom

Work experience

11 years in employment in full time jobs

Previous jobs

2003 - 2006   University of Bristol
I was privileged to be involved in the development of a tele-care system which monitors daily activities of elderly people and analyzes the activity patterns, the associations among the patterns, and trends of behaviors. The aim of this research was to ensure the well-being of the clients by informing the care-givers with the results of intelligent data analysis of the well-being status and indications of long-term changes in daily activities. Several machine learning methods, statistical analysis, and fuzzy logic reasoning were leveraged to discover the various aspects of activities from the massive individual-specific and environment-sensitive data.

I was involved in the ePerSpace project which is an Integrated Project under the EU 6th Framework Programme dedicated to the development of integrated, personalized communication services in the home area. My main task is to develop a text summarization and navigation system for any type of documents. By constructing a top ontology and utilizing contextual natural language processing (including anaphora resolution), the salient parts of the input document are rated according to their roles and frequency of occurrences in the text.
2000 - 2003   Southern Dynamic Systems
I was privileged to work for an AI company where I could contribute to developing a fuzzy logic expert system called FLOPS (Fuzzy LOgic Production System). The rule-based inference system equipped with the fuzzy logic power enabled me to see existing problems from a different angle, even though the underlying method is based on a classical mathematical induction and statistics. Personally it is very exciting to learn new things and apply them in unconventional contexts.
1998 - 1998   Oklahoma State University
Developer of an interactive internet projects using HTML, Java, JavaScript, Perl, OraPerl, ASP(Active Server Pages), Live-Wire and INFORMIX, Oracle, Microsoft Access.

Education

   PhD in computer Science

Skills

Skill Experience Arrow down Level Last used
Visual Studio  5 years professional  4 of 5 2006
Programming/software development  5 years professional  4 of 5 2006
MFC  5 years professional  4 of 5 2006
Java Swing  5 years professional  4 of 5 2006
Java  5 years professional  5 of 5 2006
Internet Design  5 years professional  4 of 5 2006
Interface design  5 years professional  4 of 5 2006
HTML  5 years professional  4 of 5 2006
Database design  5 years professional  4 of 5 2006
Data Analysis/Data Modelling  5 years professional  4 of 5 2006
C++  5 years professional  5 of 5 2006
Artificial Intelligence  5 years professional  5 of 5 2006
Application Deployment  5 years professional  5 of 5 2006
A.I.  5 years professional  5 of 5 2006
XML  2 years professional  3 of 5 2006
Word (Microsoft)  2 years professional  3 of 5 2006
web developer  2 years professional  3 of 5 2006
SQL databases  2 years professional  3 of 5 2006
Software Engineer  2 years professional  3 of 5 2006
Prolog  2 years professional  3 of 5 2006
ODBC  2 years professional  3 of 5 2006
NLP  2 years professional  3 of 5 2006
Natural Language Processing  2 years professional  3 of 5 2006
MySQL  2 years professional  3 of 5 2006
LISP  2 years professional  3 of 5 2006
JavaScript  2 years professional  3 of 5 2006
Eclipse (IBM)  2 years professional  3 of 5 2006
CGI  2 years professional  3 of 5 2006
C / ANSI C  2 years professional  3 of 5 2006
ASP (Active Server Pages)  2 years professional  3 of 5 2006
Windows 2000 / XP Pro (Microsoft)  1 years professional  2 of 5 2006
Perl  1 years professional  2 of 5 2006
CSS (Cascading Style Sheet)  1 years professional  2 of 5 2006
Visual Basic (VB/VBA)    1 of 5 2006
VBscript    1 of 5 2006
MatLab    1 of 5 2006
Linux    1 of 5 2006
c-sharp (C#)    1 of 5 2006
Clustering    1 of 5 2006
1 = Lowest level, 5 = Highest level

Language Skills

Language Oral Written
English  5 of 5 5 of 5

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