Deep neural networks

SAMAR KUMAR

+91-965******* *********@*****.*** LinkedIn

EDUCATION

Amity University Uttar Pradesh, India CGPA: 7.08

B.Tech(Computer Science and Engineering),2025

Coursework: Data structures, DBMS, Deep Neural Network, Data Science PROJECTS

Surveillance Video Upscaling using Generative Adversarial Networks Tensorflow Matplotlib Python BasicSR

Implementation of Python, with experience using libraries such as TensorFlow, Keras, and PyTorch for deep learning model development.

Computer vision techniques, including image preprocessing, normalization, and augmentation.

Plant Classification Model Python CNN Tesnsorflow OpenCV Utilized deep learning techniques to classify different plant species, improving identification accuracy.

Tuned hyper parameters, optimized training, and reduced over fitting, achieving a high level of accuracy.

CERTIFICATION

NPTEL Certification in Data Science

Developed proficiency in using Python for data manipulation and analysis with libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn.

Learned to apply various data science techniques to solve real-world problems and make data- driven decisions.

EXPERIENCE

Indian Institute of Information Technology Kottayam(IIITK) Deep Learning Intern

Implemented Deep learning models for surveillance video upscaling using GAN Utilized tools and technologies such as Python, TensorFlow, and OpenCV. Digital Hercules Innovation

API developer

Assisted in the development of digital solutions for clients. Implemented an API to integrate content from ChatGPT into the DHI app, create App name AI Genie.

TECHNICAL SKILLS

Language: C/C++, Python

Database: MySQL

Data Analysis: NumPy, Pandas, Matplotlib

Developer Tools: PyCharm, Jupyter Notebook, VS code, Google Colab EXTRA CURRICULAR ACTIVITIES

Led a team of video editors to deliver high-quality content for international clients, managing project timelines, ensuring client satisfaction, and enhancing overall team productivity. Managed to develop empathize clients and learned to anticipate their needs and also got an experience of managing teams with having good relations.

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