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Data Engineering

Location:
Ankara, Ankara Province, 06990, Turkey
Posted:
June 27, 2014

Contact this candidate

Resume:

Adil G rsel Kara or

Mobile: +90-532-*******

Office: +90-312-***-****

Home: +90-312-***-****

E-mail: aceq8c@r.postjobfree.com

Date of Birth:

**/**/****

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Design and develop predictive AI models & systems over tough data- like to

press until the data confess. Provide connectivity, security, knowledge,

and solutions in a system and network-diverse environment. Develop

software; protect confidentiality, integrity, and availability of

information and information systems. Advise and engineer secure solutions

for business opportunities. Learn and experience, mentor and share.

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PROFESSIONAL SUMMARY

In-depth knowledge of and vast experience on Artificial Intelligence (AI)

systems, Data mining, Time Series Prediction, SVM's, Decision Analysis,

Machine Vision and Machine Learning; Artificial Neural Networks (ANN's) in

particular. Predictive and decision supportive modeling of different

systems, especially very challenging and hard to predict ones, also

designing ANN's, and software coding of them. Various statistical and

algorithmic methods such as regression analysis, fuzzy systems, Bayesian

methods, decision trees, clustering, optimization, stochastic processes,

Markov Chains and HMM's.

In-depth knowledge of and vast experience on hardware, software, and

computer network systems, IP networks in particular, including

configuration and management of all network components.

Research assistance and experience on AI, Data Mining, Machine Learning,

Computer Vision, Computer Networks, and Software Development.

Experience on software development and maintenance on various platforms.

Experience on system and network administration including design,

implementation, support, maintenance, and security issues as well as

configuration control, incident analysis, crisis management and recovery.

Experience on project management of large-scale national military IT

projects.

Extensive and hands-on experience on large volumes of financial data.

Experience on various software tools on modeling, simulation, AI, etc.

Planning and management of various different training programs, and

teaching experience at various academic levels.

CAREER GOAL

. To build predictive models of high commercial/social value and are

widely used by people.

MAJOR DATA SCIENCE PROJECTS

Artificial Neural Network Based Decisive Prediction Models on High

Frequency Financial Data. Atilim University, Modeling and Design of

Engineering Systems PhD. Program (January 2013 - )

I have been working on thesis as a PhD. student, and have been collecting

data, and building prediction models using the data so far. I presented the

paper entitled: "Which Financial Instrument is Technically more

Predictable?" at an international conference.

Radar Data Modeling. Turkish Air Force Command (January 2009 -)

I have been building various models using radar data for clutter analysis,

meteorological predictions, performance enhancement, etc. Using weather

predictions and meteorological data I achieved better predictions than the

official predictions.

Predictive Analysis on Natural Water Resources. Air Force Academy (January

2005 - August 2008)

I worked together with an associate professor from Istanbul University's

Environmental Engineering Department. I used the collected data to build

predictive models for rivers, lakes, etc. We had several papers published

in international journals and conferences.

Enhancement of pilot candidate selection process. Air Force Academy

(January 2002 - December 2006)

I supervised and worked as leading project officer to data mine and develop

an ANN based classification model for candidate selection for the academy

to enhance the pilot/cadet ratio. The ratio was brought to 2/3 from 1/3.

LANGUAGES

. Turkish - Mother Tongue

. English - Fluent

. Farsi - Basic

EDUCATION & TRAINING & COURSES

. Ongoing PhD. at Atilim University, Modeling and Design of Engineering

Systems, Ankara, Turkey, 2012 -, working on thesis entitled:

"Artificial Neural Network Based Decisive Prediction Models on High

Frequency Financial Data"

. MSc. at Bogazici University, Systems and Control Engineering,

Istanbul, Turkey, 1999 -2002, published thesis entitled: "Extraction

of Local Linear Model of a Chaotic System via Artificial Neural

Networks"

. BSc. at Istanbul Technical University, Control and Computer

Engineering, Istanbul, Turkey, 1990 - 1995

. A-level Engineering, Concord College, Shrewsbury, England, 1988-1989

(On Full Scholarship - Chosen among 150 candidates)

. NATO-SSSB Common Baseline Operator Course, Ahlatlibel Radar Site,

Ankara, Turkey 2012

. Project Life Cycle Cost Analysis, Defense Industry and Technology

Training Centre-SATEM, Ankara, Turkey, 2012

. Link-16 Course, STM A Ankara, Turkey, 2010

. Radar Network Project Software Maintenance Course, Ayesas, Ankara,

Turkey, 2009

. Evaluation and Supervision Course, Turkish Air Force Command HQ,

Ankara, Turkey, 2009

. Technology Management Course, Defense Industry and Technology Training

Centre-SATEM, Ankara, Turkey, 2009

. International Law Course, Turkish Air Force Academy, Istanbul, Turkey

2008

. Academic Teaching Course, Turkish Air Force Educational Command,

Izmir, Turkey, 2005

. MS Advanced Exchange Server Course, Microsoft Ankara, Turkey, 1999

. MS Advanced NT 4.0 Server Course, Microsoft Ankara, Turkey, 1999

. ATM LAN Emulation Course, VIS A Ankara, Turkey, 1998

. IT Security Officer Course, Turkish General Staff HQ, Ankara, Turkey,

1998

PROFESSIONAL EXPERIENCE

Turkish Air Force Headquarters, Central Facilities Department (CENFAC),

Ankara, Turkey, Technology Management Officer (September 2008 - )

. Data mining and predictive modeling using radar and meteorology data.

Using weather predictions and meteorological data I achieved better

predictions than the official predictions. I used radar data for

clutter analysis, and to enhance the performance of air defense

radars.

. Big data analysis of various systems and databases including NATO ACCS

draft database.

. Project management and software development (C++, Ada) & maintenance

in Turkish Mobile Radar Complexes project, Air Defense Radar Network

and Air Defense Radio Network projects.

. I planned and managed various personnel training courses. I taught

topics like Number Systems, Data Science and Computer Network Systems

in these courses.

. I worked in design, implementation, support, maintenance, and security

issues as well as configuration control, incident analysis, modeling,

prediction, crisis management and recovery of many different Air

Defense/Command and Control IT systems and projects with 3 personnel

under my supervision.

Turkish Air Force Academy, Research Assistant and System Administrator

(January 2000 - August 2008)

. I data mined and developed an ANN based classification model for

candidate selection for the academy to enhance the pilot/cadet ratio,

and brought this ratio from 1/3 to 2/3.

. Research assistance on AI, Data Mining, Machine Learning, Machine

Vision, Computer Networks, and Software Development (Matlab, C++,

Java, Pascal).

. I taught Introduction to Computers, Computer Programming, Data

Structures and Algorithms, Computer Networks, and Artificial

Intelligence classes.

. I developed automated trading software for Logos Software Company. In

which a code (with 2 different versions i.e. .NET and Java) was used

to call the API of a foreign exchange service provider (OANDA), and

execute real time trades of various currency pairs. In this project I

used Matlab to read and analyze financial data, and .NET suite/Java to

execute trades, and store the currency data in MySQL database. The

application was running on Windows; Matlab was reading data from

MySQL, and the operation was running 24 hours during weekdays

executing real time transactions and managing the balance.

. Supervision of many student projects such as "Java Based AI Games",

"Aircraft Classification Using Image Processing and AI", etc.

. Ownership, design and maintenance of an internet site that gave daily

advice and stock picks for Istanbul Stock Exchange Market using AI

models between the years 2001 and 2007.

. System administration, user support and help desk functions of the

academy's computer networks with 2 personnel under my supervision.

. I planned and managed network projects including a major upgrade of

the whole network from 2Mbps Frame Relay to 34Mbps ATM. With this

upgrade, the Air Force Academy had the largest bandwidth among the

other military academies then.

Turkish General Staff Headquarters, Ankara, Turkey, Network Officer, (July

1998 - December 1999)

. I designed, implemented, maintained, and dealt with security issues of

many different LAN and WAN topologies.

. I coordinated system administration, user support and help desk

functions of the HQ's computer networks.

. I designed and installed the first satellite internet connection in

Azerbaijan Military Academy.

Turkish Air Force Headquarters, Ankara, Turkey, Network Engineer (April

1996 - June 1998)

. I designed, implemented, maintained, and dealt with security issues of

many different LAN and WAN topologies.

. I coordinated system administration, user support and help desk

functions of the HQ's computer networks.

. I worked in the planning phase of the Air Force Information System as

a project officer.

COMPUTER SKILLS

. TCP/IP Networks

. C, C++, and C# Programming

. Matlab Programming

. Networking Techniques, LAN, WAN, VPN

. Java Programming

. Visual Basic Programming

. Pascal Programming

. Python Programming

. Ada Programming

. MS Exchange and Office Applications

. AI Applications

. Tools like Neurosolutions, SPSS, Photoshop

. .NET Programming

. Assembler Programming

. Various script languages

. Windows/Unix/Linux Operating Systems

. System Management Tools

. Database Applications

. Security Applications

. Web Applications like HTTP, XML, ASP, PHP, etc.

. and various other computer applications.

PUBLICATIONS

. Karacor A. G., Erkan T.E., (2013): "Which Financial Instrument is

Technically more Predictable?" ICMCA 2013 - International Conference

on Mathematical and Computational Applications, Manisa, Turkey, June

11-13 2013 (International Conference Paper)

. Sivri N., Karacor A.G., (2012): "A Predictive Artificial Neural

Network Model for Distribution of Aquatic Microbial Community In

Kucukcekmece Lagoon, Turkey", ESCO 2012- European Seminar on

Computing, Pilsen Czech Republic, June 25-29 2012 (International

Conference Paper)

. Karacor A. G., Torun E., Abay R., (2011): "Aircraft Classification

Using Image Processing Techniques and Artificial Neural Networks",

International Journal of Pattern Recognition and Artificial

Intelligence, Vol. 25 No 8, pp. 1321-1335 (Citation Index Journal

Paper)

. Karacor A. G., Sivri, N., Ucan, O.N., (2007): "Maximum Stream

Temperature Estimation of Degirmendere River Using Artificial Neural

Network", Journal of Scientific & Industrial Research, Vol. 66 No. 5

pp. 363-366 (Citation Index Journal Paper)

. Y.Denizhan, G rsel Kara or "The Advantages of Hierarchical

Organisation in Neural Networks" CASYS - International Journal of

Computing Anticipatory Systems Vol.16 pp 211-221, 2004 (Journal Paper)

. Y.Denizhan, G rsel Kara or "The Advantages of Hierarchical

Organisation in Neural Networks" 6. International Conference on

Computing Anticipatory Systems, Liege Belgium August 11-16, 2003

(International Conference Paper)

. Gursel Karacor "Extraction of Local Linear Model of a Chaotic System

via Artificial Neural Networks" Bogazici University, Systems and

Control Engineering, 2002 Master Thesis.

HOBBIES

. Chess, fitness, and music

MEDAL

. Non Article 5 NATO Medal (for service with NATO in relation to the

ISAF Operation during the period January - July 2010)



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