abhay's little corner✳
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Sep 2021 – Mar 2022
Rajiv Gandhi Proudyogiki Vishwavidyalaya
EXPERIENCE & REFLECTIONS
EXPERIENCE

Research Assistant

Fine-tuning language models and documenting what changed across controlled comparisons.

AAbhay·

Rajiv Gandhi Proudyogiki Vishwavidyalaya · Sep 2021 – Mar 2022

NLPResearchModel evaluation

I explored how model choices change real results, fine-tuning language models on more than 1 million text samples and running over 15 controlled comparisons. The work improved classification accuracy by 15–20% over the baseline and taught me to document what changed, how it was measured, and where a result might not generalize.