Using sc-RNA data, the subject age was predicted by conducting regression analysis using MLP with VAE, NMF and DAE.
Processed gene expression data from TCGA to classify it into different subtypes of Glioma.
Single-cell batch correction using VAE-GAN
Extracting underlying features that causes batch-to-batch variations and using them correct the batch effect.
A Reinforcement Active Learning Approach to Antibacterial Screening
Predicting potency of small molecules on Burkholderia cenocepacia using active machine learning techniques, using SMILES data.
Pipeline for Prediction of Transcription Start Sites
Comparison and improvement of latest TSS prediction pipelines, for better annotation of transcripts.
Key Signatures between Severe Asthma and Lung Cancer
Searching for common gene sets between severe asthma and non-small cell lung cancer in non-smoking patients.
[Simulating sequence evolution for in-silico experimentation](https://mirudhula-m.notion.site/Simulating-sequence-evolution-for-in-silico-experimentation-2f155e2ec5884b739ac9130012e4bfe6)
Simulating all steps from whole genome to protein to phenotypic expression to identify the fitness of the individual. Selection and mutation steps were carried out and new set of offsprings were passed to next generation of simulation.
A simple game-like simulator for natural selection that can be understood and operated by anyone.
90s-like shooting video game where players are required to aim at a moving target and score points.
Personal Website
How I created my personal website
Notes on how I created my personal website.