Aruna Kumarasiri

Data Processing and Analysis

My Approach

My experience with data processing and analysis spans both industrial and academic environments. I initially worked with R for statistical analysis in industrial applications, where accurate insights and clear interpretation were critical. Currently, my focus has shifted to Python, where I use libraries such as NumPy, Matplotlib, SciPy, and Pandas for data analysis, visualization, and interpretation.

Move to Projects and
Case studies Section

Skills and Techniques

Projects and
Case Studies
Solderability Enhancements on Nichrome Alloy
Project, Completed
A Novel Technique to Measure Contact Angles of Sessile Droplets
Blog Post
Unlocking Molecular Insights at Interfaces
Project, PhD Research, Ongoing
Publications
Second-Order Nonlinear Optics as an Orientation-Independent Probe of Molecular Environments at Interfaces
Scientific article, Journal of Physical Chemistry Letters
Surface Wettability Analysis of Nichrome Alloy Based on the Measurements of Sessile Droplet Contact Angles
Scientific article, IEEE

Explore Other Expertise Areas

01

Spectroscopy &
Instrumentation

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Custom spectroscopy systems, SFG/Raman/IR, Python control, optical alignment, prototyping
02

Computer Programming &
Simulation

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Python-driven simulations, instrument control, data analysis, GUI design, image processing
03

Experimental Design &
Execution

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Integrated simulations, Python, VB.NET, CAD, hands-on experimental product development
04

Data Processing &
Analysis

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Python (NumPy, Pandas, SciPy), R; statistical analysis and visualization
05

Scientific Writing &
Publishing

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Scientific article writing, freelance experience, peer-reviewed publications
06

Technical Design &
Visual Storytelling

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CAD design, freelance projects, visual content through photography and blogging
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Hello

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