My PhD at the National University of Singapore focuses on long-read transcriptomics and DNA and RNA language models. Before that, I worked on single-cell transcriptomics and statistical genetics, and did plenty of applied survey statistics along the way.
Long-read transcriptomics and DNA/RNA language models with the Göke Lab at A*STAR GIS.
with Dr. Jonathan Göke (A*STAR GIS), Dr. Alexandre Thiéry (NUS)
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)
Part of this work formed my Master of Statistics thesis.
with Dr. Arunabha Majumdar (Indian Institute of Technology Hyderabad)
An exploratory analysis of EEG recordings of listeners.
with Dr. Shankha Sanyal (Jadavpur University)
Hierarchical modelling, the Gibbs sampler, and MCMC.
with Prof. Kiranmoy Das (ISI Kolkata)
M.Stat. semester 2
Patterns across Nagaland, Manipur, Mizoram, and Tripura against All-India trends, from 75th Round NSS data on household social consumption (education).
Sample Surveys · Dr. Kajal Dihidar
M.Stat. semester 1
Using UCI Machine Learning Repository data (Borzooei & Tarokhian, 2023).
Categorical Data Analysis · Prof. Kiranmoy Das
dataset ↗B.Stat. semester 6
A literature review of genetic risk factors and ancestral inheritance in COVID-19 severity.
Statistical Genetics · Prof. Partha P. Majumder
B.Stat. semester 6
From NSS data, under the guidance of Prof. Bimal K. Roy.
Statistics Comprehensive · Prof. Debasis Sengupta & Dr. Jayant Jha
An edited version was submitted to Innovate with GoIStats, 2025.
B.Stat. semester 6
From our own survey data. No political questions were asked.
Statistics Comprehensive · Prof. Debasis Sengupta & Dr. Jayant Jha
report ↗Class project for the B.Stat. class of 2024. I led it.
B.Stat. semester 5
AIC-based backward selection with ANCOVA.
Linear Statistical Models · Prof. Debashis Paul
B.Stat. semester 5
From 71st Round NSS data.
Sample Surveys · Dr. Kajal Dihidar
B.Stat. semester 5
Dependency ratios and Engel curves from 68th Round NSS data.
Economic Statistics & Demography · Dr. Nachiketa Chattopadhyay
B.Stat. semester 5
Lynn, Kaminska & Goldstein.
Official Statistics · Dr. Sandip Mitra
B.Stat. semester 4
A presentation on the work of John W. Tukey and Jerome H. Friedman.
Statistical Methods IV · Dr. Arnab Chakraborty
B.Stat. semester 4
Value assessment, item-response-based evaluation, and memory span testing.
Psychology · Dr. Debdulal Dutta Roy
B.Stat. semester 3
Associations between death by heart failure and common chronic comorbidities.
Statistical Methods III · Dr. Shyamal Krishna De
B.Stat. semester 2
Multi-class linear discriminant analysis.
Vectors & Matrices II · Dr. Arnab Chakraborty