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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

spinalnet icon spinalnet

SpinalNet: Deep Neural Network with Gradual Input

system_design icon system_design

Preparation links and resources for system design questions

techgurukul icon techgurukul

A collection of articles, roadmaps, videos, etc to a absorb knowledge in various areas of computer science

tesla-superchargers icon tesla-superchargers

Visualizing current Tesla Superchargers available in France using Python and Folium.

text-classification-surveys icon text-classification-surveys

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。

the-nlp-pandect icon the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

thetechgurukul icon thetechgurukul

A collection of articles, roadmaps, videos, etc to a absorb knowledge in various areas of computer science

think-incognito icon think-incognito

You Think You Are Incognito? People can't TRACK you? This Will PROVE You Wrong. Open website: http://tinyurl.com/think-incognito Now

tiktok_analytics icon tiktok_analytics

Real-Time TikTok Data Analytics on an interactive dashboard with python

transcoder icon transcoder

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

upcharika icon upcharika

A unique flutter application aimed at helping people getting their vitals using Photoplethysmography and Computer Vision

vocabpy icon vocabpy

Using Python to practice vocabulary for GRE

whatsappbulkmessenger icon whatsappbulkmessenger

This tools sends WhatsApp messages and invites directly to people on WhatsApp itself, without saving their contacts :stars:

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