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Hi there, I am purnasai 👋

I am a Senior Data Scientist/Research enthusiast. I have worked on Traditional ML and Computer vision:

Object Detection Object Classification
Instance segmentation Semantic segmentation
keypoint segmentation Face detection
Image similarity OCR

and in NLP and in Multimodality:

NLP Multimodality
Text classification CLIP
Text summarization(abstract&extract) DINO
Text translation Image captioning
Large Language Models MultiModal RAG

🔬 My research interests are in bridging vision and language modalities or MultiModality Space +Diffusers.

purnasai's Projects

dino_v2 icon dino_v2

Dino V2 for Classification, PCA Visualization, Instance Retrival: https://arxiv.org/abs/2304.07193

practice icon practice

This contains all my practices on Convolution Nueral nets on MNIST, Image classifier Dogs and Cats, Nueral style transfer pytroch, NN from scratch, Imabalance data, Data cleaning

pulid icon pulid

Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment

research-paper-reviews icon research-paper-reviews

This Repo is a Collection of All the Research Papers that I Reviewed, Annotated and Learnt from.

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