Hello, I'm
Aman Gupta
Web Developer & AI/ML Engineer
I'm a passionate Web Developer and AI/ML Engineer specializing in frontend development with React.js and machine learning applications. Currently pursuing B.Tech + M.Tech in Computer Science from Jawaharlal Nehru University, New Delhi.
About Me
Get to know more about me, my background, and what I do.
I'm Aman Gupta, a Web Developer & AI/ML Engineer
I am a web developer and AI/ML engineer pursuing B.Tech + M.Tech in Computer Science from Jawaharlal Nehru University, New Delhi. I am currently focused on React.js and expanding my knowledge in machine learning and artificial intelligence.
With experience in frontend development and a strong foundation in computer science fundamentals, I enjoy creating responsive and user-friendly web applications while also exploring the fascinating world of AI and machine learning.
Name:
Aman Gupta
Email:
amansoe3579@gmail.com
Phone:
+91 9523630154
Location:
New Delhi, India
My Skills
Here are my technical skills and competencies that I've developed over the years.
Programming Languages
- C
- C++
- Python
- JavaScript
- Java (Familiar)
Web Technologies
- HTML
- CSS
- React.js
- Bootstrap
- Tailwind CSS
- API Integration
Machine Learning & AI
- PyTorch
- Scikit-learn
- NumPy
- Pandas
- CNNs
- Computer Vision
Tools & Platforms
- Git
- GitHub
- JIRA
- VS Code
- Linux/Ubuntu
Database
- SQL
- Database Management Systems
Certifications
- Introduction to Cybersecurity (Cisco)
- Introduction to Python
- Qualified GATE & UGC-NET
Experience
My professional journey and work experience.
React.js Developer Intern
- •Developed an internal management system to streamline recruitment processes for training programs.
- •Designed and implemented dynamic forms, tables, and user interfaces using React.js, improving UI responsiveness by 30%.
- •Integrated APIs for efficient data management, enabling real-time synchronization between client and server.
Executive
- •Conducted multiple workshops on frontend and Android development, fostering hands-on learning for over 100 participants.
- •Led a team to organize coding contests in collaboration with Newton School.
- •Collaborated with team members to plan and execute technical events.
Volunteer
- •Engaged in outreach programs to raise awareness about social issues and encourage volunteer participation.
- •Organized and led initiatives focused on environmental sustainability, education, and health awareness.
Projects
Here are some of the projects I've worked on.
Hierarchical Fine-Grained Image Forgery Detection and Localization
Implemented HiFi-Net, a hierarchical model for forgery detection and localization across CNN-synthesized and image-editing domains.
- •Processed and analysed a dataset comprising 20,000 images, achieving an AUC of 97.0% and F1 score of 94.1%.
- •Integrated self-attention mechanisms for pixel-level forgery localization, outperforming state-of-the-art benchmarks by 2.6%
Examining Cellular Heterogeneity
Developed a project involving the reduction of dimensionality of a large dataset of gene expressions using Principal Component Analysis (65 samples, 13,000 genes).
- •Reduced dimensionality of a dataset with 65 samples and 13,000 gene expressions using PCA.
- •Modeled relationships between principal components and cell types using Bayesian Ridge Regression, achieving an MSE below 1.01.
- •Employed a threshold value of 7.5% to identify significant cell types.
LTE Schedulers Algorithms in NS3
Developed and implemented an LTE scheduling algorithm in C++, simulating Downlink (DL) and Uplink (UL) transmissions within a 5G NR network environment.
- •Set up network topologies, integrated mobility models, and incorporated error models for realistic simulations.
- •Evaluated algorithm performance by measuring metrics including throughput, delay, and packet loss rate.
Typing Wizard
Developed a captivating typing game using C++, Qt, and object-oriented programming, featuring dynamic UI elements and engaging gameplay mechanics.
- •Implemented 3 difficulty levels with scoring and ranking systems for a challenging user experience.
Zomato Clone
Developed a Zomato clone using HTML, CSS, JavaScript, and React, showcasing proficiency in front-end web development technologies.
- •Leveraged React's component-based architecture to replicate key features of the popular food delivery platform.
- •Enabled users to browse restaurants and view menus.
- •Engineered the website and implemented all the desired functionalities.
Sports Club Website
Designed, developed, and deployed the official website of the sports club of the School of Engineering, JNU Delhi.
- •Engineered the website, implemented all the desired functionalities, and finalized it 1 week ahead of the estimated time.
Calculator App
A fully functional calculator application with a clean user interface.
- •Implemented basic arithmetic operations and a responsive design.
Education
My academic background and qualifications.