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🛠 Primary Tech Stack

Programming Languages

Python JavaScript LaTeX

Data Analysis

NumPy Pandas Plotly OpenCV

Machine Learning

scikit-learn PyTorch TensorFlow

Backend Development

Fast API Streamlit App Django Postman

DevOPs

Git Docker Kubernetes

Cloud Hosting

Netlify Vercel Heroku Digital Ocean Linode Amazon AWS Google Cloud

MLOPs

mlflow DVC

Databases

MySQL PostGres MongoDB

Frontend Development

HTML5 CSS3 React

⚡Areas of Interest

🌟 Synthesizing scripts to make development work flow easier

🌟 Crafting minimalistic Web and Desktop Applications to simplify daily mundane tasks

🌟 Composing and Contributing to open source applications for a community centered and transparent tech ecosystem

🌟 Investigating amusing insights by data analysis across various formats of data such as images,text,geospatial,medical records,pds,etc

🌟 Building tech communities and advocating for products for the future!

🌟 Forging Efficient APIs to enable clients translate their idea into a MVP

🌟 Mentoring young and inquisitive minds to explore their path in tech

🌟 Machine Learning and it's applications across multiple industries such as:

  • Healthcare
  • Climate Change and Environmental Sciences
  • Fitness
  • Sports
  • Advertising
  • And many more!

🌟 Playing with Computer Vision

🌟 Natural Language Process

🌟 Handling MLOPs for machine learning projects meant for collaboration

🌟 Working on Cloud Deployment of ML Applications to enable them scale and be at the fingertips of customers

Smaranjit Ghose's Projects

aiemailgenerator icon aiemailgenerator

A minimalistic application to generate custom email templates built using Python and GPT-3

applefoliarai icon applefoliarai

Using machine learning to diagnose foliar diseases in apple plants

artcv icon artcv

Randomly Exploring Computer Vision techniques to create eye catching art out of plain boring images!

artificial-intelligence-deep-learning-machine-learning-tutorials icon artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

auto_tic_tac_toe icon auto_tic_tac_toe

Using the min-max algorithm for creating a bot to play Tic Tac Toe with us to drive away boredom during the quarantine

auto_vaidya icon auto_vaidya

An open-source project for applying deep learning to medical scenarios

awesome-portfolio-websites icon awesome-portfolio-websites

A community maintained open source project aimed at making a personal portfolio for researchers, developers, and analysts simple, fast, and less cumbersome. We make sure you have a full-fledged website to showcase your work while you can spend time on your learning and innovative endeavors.

awesome-streamlit icon awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

big_cat_classifier icon big_cat_classifier

Using Visual Transformers to train a basic image classification model to classify images of lions, tigers, cheetahs, tigers and leopards

compiler_design_lab icon compiler_design_lab

This repository is a collection of the assignments done for Compiler Design Lab 15CS314J during Spring 2020 at SRM IST. Implementations are available in both Python 🐍 and C ⚡

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

corn_pathology_ai icon corn_pathology_ai

Analysis of various Deep Learning architectures for the detection of Corn🌽 Leaf Diseases

cudaday icon cudaday

Using the Power of CUDA to enhance mathematical operations

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