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PRATAP SINGHAPS

PRATAP SINGHA

@pratapsingha

Deep Learning Research Intern at Calcutta University Technology Campus

West Bengal, India

https://www.linkedin.com/in/pratap-singha-b64-g56-htr34-bg429252

Calcutta University Technology CampusThe Neotia University

Pratap Singha is a Computer Science student and aspiring Data Scientist with hands-on experience in deep learning and machine learning. He has completed research internships at Calcutta University and Ybi Foundation, focusing on image processing, NLP, and predictive modeling. Pratap is proficient in Python and various AI frameworks, having successfully developed and published research on high-accuracy disease detection systems.

Experience

Deep Learning Research Intern

Calcutta University Technology Campus

Internship•Jun 2023 - Nov 2023•Kolkata, West Bengal

Worked with various types of images based on diseases and pests to learn image reprocessing and noise reduction. Implemented different transfer learning and custom models, achieving a best accuracy of around 99%. Extracted contents to MySQL database.

Research Intern

AKCSIT, The University of Calcutta Technology Campus

Internship•Jun 2023 - Nov 2023•Kolkata, West Bengal

Worked under the supervision of Dr. Himadri Nath Saha. Developed Deep Learning Model for Disease and pest Classification in Mung Bean and Mustered Plant, achieving 99% accuracy. Successfully published and accepted for oral presentation at the ICSTA 2023 CONFERENCE.

Artificial Intelligence and Machine Learning Intern

Ybi Foundation

Internship•Aug 2023 - Sep 2023•Remote

Learned various machine learning algorithms and libraries. Handled and reprocessed large amounts of data. Built projects including car price prediction.

Education

The Neotia University

B.Tech

Computer Science

Jul 2020 - Present•Grade: 8.55/10.0

Akshaynagar Kumarnarayan Madhyamik Sikshayatan H.S.

Higher Secondary

Jan 2018 - Jan 2020•Grade: 80%

Kakdwip, West Bengal

Skills

Python
C
C++
SQL
Java
Generative Ai
GANs
Transformers
spaCy
Object Detection
Face Recognition
GPT3
Hugging Face
Pandas
Numpy
TensorFlow
Git
Scikit-Learn
PyTorch
Jupyter
VS Code
MongoDB
MySQL
NLP
Deep Learning
Machine Learning
Data Cleaning
Image Processing