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Daniel M. | Elance
 
176985602337900
Last Sign-in: Oct 27, 2014
Sorry, I am not available for new work at this time.

Daniel M.

Artificially Intelligent Systems
   Luxembourg
  |  6:44 pm Local Time

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Overview

I am developer with focus on Artificial Intelligence and Maths.

I am German, 32 years old and hold a PhD in Artificial Intelligence from TU Dresden, Germany. Currently I live in Luxembourg.

I mainly program in
- Clojure (3 years)
- Java (7 years)
- Prolog (5 years).

My work focus lies on
- Logic
- Machine Learning
- Heuristics
- Complex System Design
- Agent Design
- Time Series

I have special experience in
- Functional Programming
- Design Patterns and/or Architecture
- Multithreading / Concurrency
- Mathematics

Other Infos:
I...

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Apr 28, 2012|Software Application|$200|Completed
|
5.0

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Portfolio

How to create neural networks based on prior knowledge in the form of logic formulas,...
http://www.ecmlpkdd2009.net/program/accepted-papers/neural-networks-for-state-evaluation-in-general-game-playing/
How to derive distance-based heuristics to guide search in logic programs, accepted at...
http://www.icaart.org/Abstracts/2012/ICAART_2012_Abstracts.htm

Skills (10)

Tested
Java
Core Java
My Score
avg
Java
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Clojure
Clojure
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Machine Learning
Statistics
Statistics & Probability
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Artificial Intelligence
Analytics
Analytics
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English
English Language
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Mathematics
Mathematics
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Git
Git
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Visual Basic

Service Description

PROGRAMMING LANGUAGES
I prefer Clojure (because I am faster) but also get easily along easily with Java, Prolog or VB.

AREA OF WORK
Services should be in the area of Artificial Intelligence (Regression, Categorization, Optimization, I don't mind) and not be trivial.

I have no problem in dealing with higher math and I usually work fast.

CURRENT WORK
I currently work on a generic time series forecasting mechanism that solves all related problems (selecting the right TS, transforming it, removing outliers, selecting a model, evaluating it automatically...)

Before I worked on
- a Captcha solver (writing a general captcha breaking language+interpreter, Java)
- a General Game Player, ranked fourth in the 2011 worldwide competition at IJCAI (eclipse Prolog)
- a text categorization engine for portuguese OCRed clinic records (Clojure)
- a Bitcoin trading agent based (Clojure)
- a Schema Matching tool for supporting database migration (Java)

RESEARCH

- 2 conference articles in ECML 09 and ICAART 12,
- 3 workshop articles (all GIGA 11, associated to IJCAI)
- 2 journal articles (in German, c't and "Kuenstliche Intelligenz")
All contributions can be found on http://www.general-game-playing.de/literature.html

LANGUAGES

Contact me in English, German, French or Portuguese, I also understand some Spanish

VERIFICATION

For verification I can send my scanned passport via eMail. There is a video at Videolectures.net that shows the presentation of my paper on neural networks in...

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Employment

SAP Research Dresden
Researcher
2010 - 2010
Researcher with Focus on propietary Ontology & Schema Matching tool "AMC" (Auto Mapping Core)

Education

Dresden University of Technology
PhD
2007 - 2012
Chemnitz University of Technology
Diploma in Computer Science
2001 - 2007
Overview  |  Job History  |  Portfolio  |  Resume/C.V.

Keywords

Clojure
Java
Machine Learning
Artificial Intelligence
PhD
Data Mining
Statistics
Multithreading
Neural Networks
Bayesian Networks
My Snapshot
Elance Level
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  • 12 months
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Identity
Username
dmichulke
Type
Individual
Member Since
February 2012
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Daniel M. | Elance

Daniel M.