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πŸ‘‹ Hi there

🧬 I am currently harnessing generative AI to address the most complex challenges in Biology for advancements in drug discovery.

🌟 I have published 3 research papers in ML. One of the papers was published at CVPR and has over 200+ citations and 1.5K+ Github stars.

πŸŽ“ In the summer of 2023, I earned my Master of Science in Computer Science, specializing in ML, from Purdue University, achieving a GPA of 3.6/4.0.

πŸ–₯️ During my final year of graduate studies, I served as a Research Assistant at Kihara Lab, one of Purdue University's premier ML research facilities. There, I employed generative deep learning models for intricate protein structure analysis and built an ML serving infrastructure for these computation-intensive models (visit em.kiharalab.org).

πŸ‘» In the summer of 2022, I joined Snap Inc.'s Camera Platform team as a Machine Learning Engineer intern. My role involved developing and deploying a deep learning-based optical flow prediction model to automate Snapchat's video annotation process. This initiative enhanced video labeling and annotation efficiency by 15% for Snapchat's gigantic unlabelled video datasets.

πŸ›°οΈ In my first year of graduate study, I collaborated with Viasat Inc. through Purdue's The Data Mine program as a Graduate Data Science Researcher. My research focused on developing Deep Learning algorithms to tackle blind image super-resolution challenges, intended specifically to enhance the quality of Viasat's internal satellite imagery.

πŸ•ΈοΈ Before my relocation to the US, I completed five internships in India, focusing on ML in the topics of News sentiment analysis, ML in finance, Sports vision analysis, Document understanding, Optical Character Recognition, Face Recognition, Fine-grained image classification, Chatbots, etc.

πŸ… I was the Smart India Hackathon (India's biggest Hackathon) grand finalist three times. During which, I worked on ML-based projects for ISRO, ITC Ltd, and DRDO (India's esteemed organizations).

www.devashishprasad.com

Devashish Prasad's Projects

angle-distance icon angle-distance

Finding distance of a objects from a reference object or origin and their angle with respect to x-axis

blind-super-resolution icon blind-super-resolution

Enhanced Deep Residual Networks for Single Image Super-Resolution vs Unsupervised Degradation Representation Learning for Blind Super-Resolution vs Transformer based encoder for Unsupervised Degradation Representation Learning for Blind Super-Resolution

cascadetabnet icon cascadetabnet

This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"

emap2sec icon emap2sec

Emap2sec is a computational tool to identify protein secondary structures

emap2secplus icon emap2secplus

Emap2sec+: Detecting Protein and DNA/RNA Structures in Cryo-EM Maps of Intermediate Resolution Using Deep Learning

embossed-text-reader icon embossed-text-reader

This is a tesseract based OCR to read Embossed text on metals. It can also be use as a general OCR.

itc-tobacoo icon itc-tobacoo

This repo contains code for the SIH 2019 project. Tobaco classification on the basis of color, texture and ripeness

lcd-ocr icon lcd-ocr

This is a tesseract based OCR to read from seven segment display.

pulzion-2018 icon pulzion-2018

This website was made for the competition PULZION 18 PICT

real-time-human-authentication icon real-time-human-authentication

Smart India Hackathon 2020 DRDO problem statement: CK107. Multiple camera-based dynamic human authentication for a gate. Our solution involves multiple cameras and we authenticate humans using face, gait, pose, etc features.

tf_and_torch icon tf_and_torch

This repository contains my random pytorch practice scripts

virtual-ai-assistant icon virtual-ai-assistant

This repository contains my Bachelor's degree final year project. It is a Google colab based interactive Virtual Assistant built using open-sourced libraries.

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