Category Archives: Misc

Research Article in Biomedical Optics Express

Three-dimensional localization refinement and motion model parameter estimation for confined single particle tracking under low-light conditions [Journal Paper]

[Main contributions] – The primary contributions of this work are (a) extending the SMC-EM technique to include the DH-PSF for three dimensional motion, (b) demonstrating the ability to do accurate localization and parameter estimation of confined motion at low signal and low SBR levels, and (c) providing a quantitative comparison to the standard method of GF-MSD and to other approaches based on optimal estimation across a range of (very low) SBR levels and confinement lengths [More …].

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Internship at Barclays Investment Bank

My main work during the internship: explored and implemented machine learning techniques to analyze financial information and predict economic conditions. Linked the  Risk, Finance, and Treasury models together and visualized the dependency relationship among models. Conducted quantitative data analysis and model simulation work based on model execution framework (MEF) to do balance sheet forecasting and stress testing across Barclays Group.

I’m grateful for the continuous help and support provided by Barclays colleagues who motivate me to keep learning and making progress!