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Education Research Teaching Technical Skills
Education
Postdoc in Department of
Electrical Eng. and Computer Sciences Natural
Language Processing, Semantic Computing, Graphical
Models. Ph.D. in Department of
In M.A.Sc. in Department of
In Computer Programming and B.Sc. in Research Experience
TOP
April 2008-Present Postdoctoral Research Employment- University of California,
Berkeley Department of Computer Sciences BISC – The Berkeley Initiative and Soft Computing Laboratory Research
Area: Intelligent Applications on Advancing Question and Answering Systems ·
Designed
and built modules, i.e., query analyzer, query expansion, deduction, text entailment
and question/answer text alignment for automatic answer generation systems. September
2003-April 2008 Research
Assistant – KIS
Laboratory - University of Toronto Conducted research on
several projects on fuzzy logic and soft computing: ·
Software Risk Analysis Project for Royal Bank
of Canada - Sept 2006-Jan 2007 o
Worked
as a lead data-mining consultant, o
Designed
a data model to create appropriate relationships within provided unstructured
data. ·
Credit Worthiness Analysis for Nordea Bank
Finland - May 2005-Dec 2005 o
Worked
as a lead consultant, o
Increased
the accuracy of identifying the risk of credit applications of customers. ·
Desulphurization Process Improvement for
Dofasco Canada - Sep
2002-May 2004 o Designed a special Fuzzy Data Mining Model for
Desulphurization Process ·
Wealth Management and Income Prediction
Analysis for Toronto Dominion Bank Canada – Sep 2001-Apr 2002 o Worked as a Data Mining Specialist on Fuzzy System
Modeling of Wealth Management and Income Prediction Project October
2002-September 2003 Data Mining Specialist – Innovations Foundation of University of Toronto Designed and implemented data
mining software using Java, Matlab, SAS.
Teaching
Experience
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2002-2007 Teaching Assistant - University of
Toronto ·
Knowledge Modeling
and Management o
Hold tutorial on Protégé, FOL, SWRL, OWL, o
Assisted preparation of the assignments, o
Hold office hours to address student questions
on assignments and mid-terms, ·
Data
Modeling o
Taught database access using JAVA and JDBC, o
Prepared parts of the assignments and final
exam related to the database connectivity, o
Management of course web site. ·
Decision
Analysis o
Assisted in the preparations of the assignments, o
Reviewed the student work on project modules, May 2006 Teaching Assistantship Training
Program – University of Toronto ·
Completed a year long peer-training certification program. 2005-2006 Undergraduate Student Supervision – University
of Toronto ·
Assisted two undergraduate students in their undergraduate thesis. 2000-2001 Teaching Assistant - Seneca College ·
Database Design and
Modeling with ORACLE o Assisted students
during the laboratory sessions and throughout their preparation for the term
project. Technical Skills
Programming Languages
Web Languages
Applications / Tools
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