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$50 USD / hour
Flag of QATAR
doha, qatar
$50 USD / hour
It's currently 4:54 PM here
Joined April 6, 2016
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Lamana M.

@lamanamulaffer

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$50 USD / hour
Flag of QATAR
doha, qatar
$50 USD / hour
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Data Analyst | Academic Writing and Presentations

I'm a computer scientist with over three years experience in solving problems across different domains using data analysis. I have employed statistical and machine learning tools over two main projects - analyzing sleep recordings to predict likelihood of insomnia and analyzing news articles to determine key relationships between sentences within and across articles. Over these data analysis projects, I also been involved in designing clear and effective research posters and presentations and writing academic papers, reports, surveys.

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Portfolio

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Experience

Research Associate - Data Analysis

Carnegie Mellon University in Qatar
Aug 2017 - Present
I am involved in analyzing news articles to determine key relationships within articles using deep learning. I also work on research presentations via posters, presentations and papers to communicate my results to the wider research community.

Research Assistant - Data Analysis

Texas A&M University in Qatar
Nov 2015 - Jul 2017 (1 year, 8 months)
I was involved in analyzing sleep recordings to determine insomnia likelihood using machine learning tools like SVMs, Regression models and other popular machine learning models. I also worked on presenting my research work via presentations, posters and papers in journals and conference proceedings.

Education

Bachelor of Science in Computer Science

Carnegie Mellon University, United States 2011 - 2015
(4 years)

Association of Certified Chartered Accountancy - Level One

Sri Lanka 2011
(Less than a year)

Publications

Interoperable Annotation of Event and Event Relations across Domains

Joint ACL-ISO proceedings
This paper describes the work that I was involved in annotating a large corpus of articles to help with analyzing articles.

Two Stages Approach for Automatic Detection of Sleep Insomnia

EMBC proceedings and journal
This paper describes the work that I was involved in analyzing sleep recordings to predict likelihood of insomnia.

Comparing two insomnia detection models of clinical diagnosis techniques

EMBC proceedings
This paper describes the work that I was involved in analyzing sleep recordings to predict likelihood of insomnia.

Event Coreference Resolution Using Neural Network Classifiers

ArXiv
This paper talks in detail about my research work involving analyzing news articles using deep learning

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