2026 – (2030)
PhD in Statistics and Data Science
At the National University of Singapore, supervised by Dr. Jonathan Göke and Dr. Alexandre Thiéry, with a research attachment at A*STAR GIS. Supported by the Industrial-Relevant PhD Fellowship.
PhD student · NUS & A*STAR GIS
I'm a statistician working on long-read transcriptomics and DNA & RNA language models, in the Göke Lab at the Genome Institute of Singapore.
01 · Now
2026 – (2030)
At the National University of Singapore, supervised by Dr. Jonathan Göke and Dr. Alexandre Thiéry, with a research attachment at A*STAR GIS. Supported by the Industrial-Relevant PhD Fellowship.
Aug 2025 – present
Addressing the reliability, robustness, and interpretability of single-cell RNA-seq annotation pipelines with semi-supervised learning. The resulting package, scAICME, identifies canonical marker expression patterns on top of the scverse ecosystem. Manuscript in preparation.
with Prof. Raghunath Chatterjee (ISI Kolkata), Dr. Jayant Jha (ISI Kolkata)
02 · Open source
Package maintainer, AUR & BioArchLinux
I maintain the PLINK genetics toolkit for Arch Linux, in the AUR and as a member of the BioArchLinux consortium: builds against Intel MKL, dependency management, and keeping up with upstream.
Contributor
A fix to core Bioconductor infrastructure: in S4Vectors, compar4_stable() ignored its fourth key, so quad matching silently dropped elements that shared the first three. I reported it and fixed it.
Contributor
Quality-of-life work on the Zotero Android app for self-hosted setups, such as trusting user-installed certificate authorities in release builds without weakening security.
03 · Writing