Welcome to my home page!
I have graduated from the Collaborative Software Development Laboratory, UH Manoa ICS, where I was advised by Professor Philip M Johnson. The focus of my dissertation research was on empirical software process discovery. Working on this, I have proposed, designed, and developed the Software Trajectory Analysis (STA) framework -- a general approach for recurrent behavior discovery from systematic measurements of software process and product artifacts (i.e., "software telemetry"). Given a contrast set of measurements (collected from two or more processes) STA leverages the SAX-VSM algorithm and outputs a set of software process-characteristic behaviors for each of the input classes.
Currently, I work as an advanced engineering consultant with Altran developing geospatial, spatio-temporal, and operational data analysis tools for Airbus. In addition, I participate in the predictive maintenance capability development at Liebherr Aerospace. Before that, during my postdoctoral appointment at Los Alamos National Laboratory, I worked on award-winning EDGE Bioinformatics platform developing microbiome analysis tools, participated in exascale computation project (ECP) and was extending my dissertation research on recurrent behaviors discovery towards spatio-temporal data mining -- recently we have proposed novel techniques for time series recurrent (i.e., motif) and anomalous (i.e., discord) patterns discovery based on symbolic discretization, grammatical inference, and algorithmic complexity.
Previously, I worked for MIAT INRA on transcriptome annotation refinement, analysis of structure and function of microbial communities, identification of disease-related SNPs, and identification of transcripts and pathways involved in the fruit ripening processes. At INRIA, I worked on the olfactory proteins computational identification for lepidopteran pests mating disruption. I also worked for DOE-JGI supporting genome finishing effort, pioneering single cell sequencing process design, and database development. At RCUH I worked on the first transgenic genome assembly (papaya).
Currently, I am looking for an academic or industrial role allowing me to apply my expertise in research and development, my short resume is available here. Thank you!