Somnath Avatar

Hello! I’m Somnath

Excited to Start My Professional Journey

Open to new opportunities, ideas, and collaborations...

Dev-Ready • Security Focused • Certified Cloud Engineer

Toolkit

Languages

  • C
  • python
  • HTML
  • Java
  • JavaScript
  • SQL

Frontend

  • React.js
  • Tailwind CSS
  • Bootstrap
  • Axios
  • Redux

Backend

  • Spring Boot
  • REST APIs
  • Node.js
  • Express.js
  • Maven

Database

  • MySQL
  • PostgreSQL

Cloud & DevOps

  • Google Cloud
  • Azure

Tools

  • Git
  • GitHub
  • VS Code

Deployment

  • Netlify
  • Hostinger

Projects

IMAGE FORGERY DETECTION

Developed a lightweight CNN-based system to detect unseen image forgeries in the context of double image compression. The model, trained on differences between original and recompressed images, achieved a validation accuracy of 92.23%, outperforming state-of-the-art methods in speed and efficiency.

LEAF DISEASE DETECTION

Built a deep learning-based Leaf Disease Detection Model using transfer learning and a pre-trained CNN to classify 33 leaf diseases across 9 crop types. The system enables users to upload images for rapid, accurate diagnosis, helping farmers take timely preventive measures. Designed as a cost-effective, automated, and scalable solution for precision agriculture.

ASTROLOGICAL PREDICTION SYSTEM

Developed a web-based Astrological Prediction System that generates personalized horoscope readings using user birth details. Provides daily, weekly, and monthly insights across relationships, career, health, and finances through astrological algorithms

What I Bring to Your Team