Research Interests

♥ Machine Learning ♥ Semantic Web & Linked Data ♥ Data Analytics ♥ Bioinformatics

Data Collection

Currently, I'm focused on using the large-scale life sciences data. My target is to integrate open life sciences data from numerous sources and convert and release them as linked open life sciences data through SPARQL endpoints.

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Analytics

Analytics will be applying on top of them. SPARQL query language will be used to query from the endpoints and at last large-scale machine learning willl be used to apply the validation of the analyis.

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Visualisation

When the analysis has been completed, the results willl be visualised further to make the analysis more interactive. Different graph techniques will be used for example box-plot, histogram, bar-diagram, pie-chart, heatmap etc.

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Trust, belief and confidence

"Give me a minute and I'm good. If I've got an hour, I'm great. You give me six months, I'm unbeatable."

About myself

I am a Ph.D. Researcher at Insight Centre for Data Analytics, NUI Galway. I am working towards developing an abstract method for scientific knowledge discovery workflows with linked data to demonstrate its value by implementing with different big data sources in life sciences and biomedical domain throughout my Ph.D. studies. I have 8 years of experience in the area of research and software developments. Therefore, I have practical knowledge on software development process and life cycle with a strong working knowledge of algorithms and data structure. I have a Master of Engineering degree in Computer Engineering from the Kyung Hee University, Korea and a BS degree in Computer Engineering from the University of Dhaka, Bangladesh.

I worked with Samsung Electronics as a Lead Engineer for 3 years and have had the opportunity to work with distributed team members of Global Samsung R&D centers in India, Korea, Vietnam, and Turkey. Before that, I worked as a research assistant at the Kyung Hee University, Korea. As an R&D Engineer with BMTech21 Worldwide, Korea. And even before, I worked with i2SoftTechnology, Dhaka, Bangladesh as a Software Engineer.

Technical Expertise:

  • C/C++/Java/R/Python
  • Oracle Certified Associate (OCA) in Oracle DBA
  • Big data analytics using Spark, Python, and DeployR
  • Mobile Applications development (Android/Tizen)
  • UNIX (Ubuntu and Redhat) programming and shell scripting
  • Microsoft Visual Studio and SDKs (Android, Tizen, R, Python)
  • Web programming (PHP, MySQL, HTML5, CSS3, JavaScript and Jquery Mobile)
  • Android Audio Framework with Qualcomm, Marvell, Intel, Broadcom chipsets
  • Version controlling system (Git and Perforce).

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