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Creating intelligence artificially
πŸ‘¨β€πŸ’»
Creating intelligence artificially

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DevashishPrasad/README.md

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

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  1. CascadeTabNet CascadeTabNet Public

    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"

    Python 1.5k 429

  2. LCD-OCR LCD-OCR Public

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

    Python 42 11

  3. Angle-Distance Angle-Distance Public

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

    Python 24 2

  4. Smart-Traffic-Junction Smart-Traffic-Junction Public

    Smart traffic junction : Traffic density estimation at junction or intersection using CCTV

    Python 24 6

  5. Embossed-Text-Reader Embossed-Text-Reader Public

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

    Python 30 12

  6. tf_and_torch tf_and_torch Public

    This repository contains my random pytorch practice scripts

    Python 1 1