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Hi My name is Ritik Jain

Senior Data Scientist | Research | Machine Learning | Deep Learning

  • 🧑‍🔬 AI scientist with 4 years of experience in different domains
  • 🏢 Currently building scalable data-driven systems at Crux
  • 📈 Worked on automated time-series forecasting, IRS, OCR, and Video verification
  • 🤖 Built automated timeseries forecaster using advanced statistics and machine learning models
  • 📷 Used computer vision techniques for image and video verification solutions for Online-VKYC
  • 📑 Built OCR using semantic segmentation and deep learning for digitising identity proof
  • 💻 Involved in renowned open-source contributions on GitHub
  • 👥 A big fan of the open-source community and love to contribute to open-source problems
  • 🌍 I'm based in Delhi, India
  • ✉️ You can contact me at [email protected]
  • 🧠 I'm learning about generative AI, reinforcement learning and MLOps
  • 🤝 I'm open to collaborating on interesting machine learning, generative AI, NLP and recommendation projects.

Status

💻 Tech Stack:

Programming Language

Python

AI Frameworks

PyTorch Keras TensorFlow scikit-learn NumPy Pandas Lightning SciPy mlflow

Tech Frameworks

FastAPI Flask Anaconda SELENIUM Nginx Streamlit

Visualization

Matplotlib Plotly

DevOps Tools

ElasticSearch Kubernetes Postman Docker CodeCov Jenkins GIT SONAR HEROKU

Database

SQLite Postgres MongoDB MySQL AmazonDynamoDB Redis

Cloud

AWS

Prototype Platform

Raspberry Pi

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Ritik Jain's Projects

captchaextractor-pytorch icon captchaextractor-pytorch

The Captcha Extraction using PyTorch project utilizes a Deep C-RNN model implemented in PyTorch to extract text from captcha images. The model employs the CTCLoss algorithm to convert predicted output into actual text. The project includes a pre-built dataset, model architecture, and sample code to train and test the model.

deep-rl-class icon deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

gunicorn icon gunicorn

gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.

image-encryption-with-image-scrambler icon image-encryption-with-image-scrambler

The Image Encryption with Image Scrambler project is a simple image encryption program written entirely in Python. The program allows users to encrypt or decrypt images by entering a password. The project includes a setup file that launches a file browser to choose the image to encrypt or decrypt.

image_segmentation icon image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

jina icon jina

An easier way to build neural search in the cloud

langchain-exp icon langchain-exp

This repository is langchain experimentation with different tools and agents.

medium-post-summarizer icon medium-post-summarizer

Medium Post Summarizer is a web application that uses NLP techniques to quickly summarize lengthy articles from Medium, built using Streamlit and Huggingface pipelines.

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