Aman Kumar

Aman Kumar

Research Scholar

Deep Learning | Machine Learning | Cyber Security

📄 Download Resume

Skills

Python
C++
TensorFlow
Machine Learning
Deep Learning
Cyber Security
GitHub
SQL

Education

Ph.D. in CSE - Jawaharlal Nehru University

2025 – Present

School of Engineering, JNU, New Delhi

Specialization: Malware Analysis & Detection

B.Tech + M.Tech - Jawaharlal Nehru University

2018 – 2023

School of Engineering, JNU, New Delhi

Thesis: Audio Hiding Inside an Image using Different Metaheuristic Algorithms

Senior Secondary - CBSE Board

2018

Yaduvanshi Shiksha Niketan, Narnaul

Secondary - HBSE Board

2016

Saraswati Bal Mandir Sr. Sec. School, Narnaul

Projects

College Management System

HTML/CSS/JS + PHP backend, MySQL database for managing students, faculties, courses, and marks.

Handwritten Digit Classification

CNN trained on MNIST dataset for accurate digit recognition.

Object Detection & Segmentation

Fine-tuned pre-trained model on custom dataset for detection tasks.

Audio Hiding in Image

Embedded WAV files into PNG images using ALO, CS, MFO, HHO & FA algorithms.

Publications

Hemodynamic Simulation Approach to Understanding Blood Flow Dynamics in Stenotic Arteries

2024

International Journal of Scientific Research in Science and Technology, Technoscience Academy

Importance of Secure Communication in the Era of Globalization

2023

National Conference on Local Governance in India @ 75, Jawaharlal Nehru University, New Delhi, India

Awards & Achievements

UGC NET JRF

UGC NET JRF Qualified

UGC NET

UGC NET Qualified

GATE

GATE Qualified

Certificates

Python - Introduction to Data Science and Machine Learning A-Z

HackerRank SQL (Intermediate)

HackerRank Python

Automate the Boring Stuff with Python