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Hi 👋, I'm Sanat B Singh

MLE / Data Scientist (Applied AI, Level : Consultant) @ Deloitte USI


✨ Research Interests

  • Computer Vision, NLP, Deep Learning

🔭 Currently working on:

  • Solving problems using AI in different domains/sectors
  • DL pipelines & System Design

⚡ Key Projects (Personal):

🌱 Currently learning

  • ML System Design & Cost estimation for projects.
  • Will start learning JAX

🔮 Future goals:

  • Showcase work publicly (too much of private repos), connect more socially & get into open source
  • Start making kaggle notebooks (used kaggle for data multiple times, never made a single notebook on it)

💬 Reach out to me :

  • for help regarding some Deep Learning project or some discussion/conversation
  • if you want to hire me

📫 How to reach me:

Sanat B Singh's Projects

deepdia icon deepdia

Using deep learning to generate in silico spectral libraries for data-independent acquisition analysis. You can also use the online service powered by Omicsolution.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

medico icon medico

A dashboard system for doctors working in remote/assembled clinics where theycan access status & detailed health related information of different patients instantly and follow up with them (especially remote patients who are under quarantine at home) & a Covid19 X-Ray Screening application which will can assist doctors in diagnosis. Also a dedicated self-diagnosing section where people can know if there's a need to go to the hospital or not.

mlp icon mlp

Academic projects using MLP (Multi Layer Perceptron)

mosquito-net icon mosquito-net

A deep learning based lightweight Computer Aided Diagnostic System with an aim of easing the weary task of detection of Malaria infected cells by examination of blood smears under microscope and to enable the practical use of the model in remote and rural areas where high computation power and network may or may not be available.

now-github-starter icon now-github-starter

Starter project to demonstrate a project whose pull requests get automatically deployed

style-transfer icon style-transfer

An academic project based on CNNs (Convolutional Neural networks), two images are taken and one of the image's style is applied on another. It uses pre-trained VGG-19 model for feature and content extraction.

torchio icon torchio

Medical image preprocessing and augmentation toolkit for deep learning

yolov6 icon yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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