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Hi there, I'm Harshul! 👋

I'm a Data Scientist working in the real-estate industry.

  • 📚 Interests: Artificial Intelligence, Machine Learning, Computer Vision and Natural Language Processing.
  • 🥅 2022 Goals: Learn about MLOps principles and create pipelines for automatic retraining and drift detection.
  • ⚡ Fun fact: I sketch and my art is heavily inspired by manga, a Japanese comic medium.

You can reach me here:

Technologies Used:

Programming & Scripting Languages:

Python Java C# HTML CSS Typescript Javascript

Machine Learning & Deep Learning:

NumPy Pandas scikit-learn Keras Tensorflow PyTorch OpenCV

Web Frameworks:

SpringBoot Flask Postman Angular

Databases:

MySQL MongoDB PostgreSQL SQLServer

DevOps Tools:

Prometheus Grafana Jenkins

Deployment:

Git Docker Heroku AWS

Shells & IDE:

VSCode Jupyter IntelliJ PyCharm Vim iTerm TMux

Operating Systems:

Linux MacOS Windows

harshulkuhar's Projects

asl_to_english icon asl_to_english

Reads your hand signs and translates them to English words using Tensorflow object detection API

deepsteganography icon deepsteganography

Ever sent a hidden message in invisible ink to your friends? Are you intrigued by the idea of cryptic message exchange? How about using images for this exchange? Steganography is what you need! It is one of the techniques of encryption and over the years, steganography has been used to encode a lower resolution image into a higher resolution image. But steganography using naive methods, like LSB manipulation, is susceptible to statistical analysis. Our model extends existing deep learning research for encoding multiple secret images onto a single cover by leveraging convolutional neural networks based deep learning architectures. DeepSteg allows senders to embed up to three secret images onto a single cover using an encoder network and then have multiple decoder networks to obtain the embedded secrets.

music icon music

Demo project using Spring Boot, Spring Security, Hibernate, JPA, MVC and MySQL.

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