Hello there,
I'm Nalin Nagar
A passionate AI and Deep Learning developer from the U.S. who enjoys learning about the latest advances and applications in math and deep learning research. I am always looking to expand my technical and theoretical knowledge of computer science and math
Projects
WGAN-GP
Implemented Wasserstein GAN, or WGAN with GP, or Gradient Penalty. My aim for this project was to recreate the results of WGAN-GP with the MNIST dataset.
- Python
- PyTorch
- NumPy
- ImageIO
Trie CLI
Used the trie data structure to create a usable command line interface with various commands such as add, help, remove, and search. I hosted the project on PythonAnywhere and it can currently be installed through pip.
- Python
- Flask
- Requests
- PyFiglet
Picture to Anime
Using a standard GAN architecture, with a few tweaks such as a LeakyReLU and InstanceNorm, I created a GAN that takes a photograph as an input and outputs the photo but turned into an anime style image.
- PyTorch
- Python
- NumPy
- OpenCV
- WAndB
Text Summarization
My project implements a UI. The user can input a link (preferrably and article or informative website), the question they want to ask about the text, and how many bullet points they want to be generated. Then from those parameters model generates a summary based on the raw text, bullet points, and the answered question.
- Transformers
- NLTK
- AllenNLP
- Gradio
Technologies
I've worked with a multitude of technologies ranging from ML and AI to Front-End and Back-End.
Python
Experience with Wed Development and ML in Python
PyTorch, TensorFlow
Multiple Projects with Deep Learning in PyTorch
JavaScript
Experience with Front-End and Back-End technologies in Javascript
ReactJS
Developed websites in ReactJS
Django and Flask
Back-End and Wed Development in Django and Flask
Cloud Technologies
Hosted projects and ML models on GCP and AWS
Pandas, NumPy, OpenCV
Data Engineering, Image Processing with Pandas, NumPy, and OpenCV
Git
Developed projects in Git based environment
Java
Used Java for competitive programming and android development
About Me
I'm passionate about Deep Learning because of the future real world implications it could have. I want to solve real problems that society is facing today using deep learning.
2017
Started my journey towards becoming a web developer by learning JavaScript, and technologies like react and node.
2018
Started to take courses and build projects in the form of websites.
2019
My interest shifted towards Machine Learning and Artificial Intelligence, took multiple courses trying to learn about deep learning.
2020
Started to make projects and share them on Github and formed my own resume.
2021
Big Deep Learning based projects came together and I started applying for various internship oppurtunities looking to expand my knowledge.
Accomplishments
20+
Open Source Projects on Github
5+
Years of experience in web development and ML
30+
Machine learning models launched and maintained with over 20 customers
Angel Hacks 2.0+
3rd Place - Developed a project with a team about summarization for zoom meetings