currently mixing:
1 part biotechnology
1 part machine learning
1 part web development
results may include:
- transformers reading DNA
- full-stack apps with suspicious amounts of Python
- me explaining to CSS that we are not enemies
I am Debmalya, a biotechnology student who somehow ended up making biology talk to transformers and browsers talk to databases.
I do AI/ML research, build web apps, put models on Hugging Face, and spend a concerning amount of time on projects where biology and code are forced to become friends.
Right now I am building an exon-intron classification transformer, which is exactly as niche and fun as it sounds.
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I work on AI/ML ideas, sequence-based problems, and research projects where the data is biological and the GPU is under emotional stress. |
I build interfaces, backends, and tools so research projects do not have to live their whole lives as lonely notebooks. |
I am usually thinking about transformers, product ideas, biology, and why one missing semicolon can alter destiny. |
- training or tweaking ML models and pretending the loss curve is a personality test
- pushing models and experiments to Hugging Face
- building AI + biology projects that sound made up until they start working
- making web apps so the research does not look like it was deployed from 2009
if biology has patterns, i want to model them. if software needs a UI, i want to build it.