riti1302

Ritika Kumari

I am an evolving machine learner. Machine learning and Artificial Intelligence has fascinated me since I was in 8th standard. Currently I am in 2nd year of my ongoing education [Btech in Computer Science and Engineering] and my interest in this field increases every single day. I started machine learning course on coursera a few months back. And I can't stop myself from learning more and more of this. As soon as I completed the course I begun projects on machine learning. All the projects that I have done and their details are mentioned in my resume. What fascinates me the most are the Neural Networks. Most of my work in machine learning are on Neural Networks using tensorflow, openCV, numpy and scipy. The one which I found the most challenging was 'Cryptocurrency prediction'. Working on time series data was a difficult task and training recurrent neural networks took massive amount of time. Based on all my work, I definitely consider myself pretty good in Deep Learning now. Apart from this, I have also worked on some other majors like desktop GUI development, Web Scrapping, Web designing. Link to all my projects are there in my resume.
After Machine Learning, I consider desktop GUI development as my strong major. My most impressive work in GUI development is the 'Text Editor'. It is developed in python using tkinter. The more I learn about programming, the more I get the idea why programming is fun.
When it comes to programming language, I prefer to code in Python. It has been 4 years since I begun coding and 2 years since I begun coding in Python. Some of the programming languages on which I have a good command are C, C++ and Python. I have outperformed in competitive coding competitions as well. I have achieved 4 badges in Hackerrank and quite impressive rank in codechef.
I have a strong work ethic, I am a fast learner and I am very ethusiastic about this hackathon. My motivation and commitment ensures that by all means, I am an eligible candidate for this hackathon. I just need a platform to outshine my abilities as a developer.

Projects

Jinkies

Continuous Integration and Continous Evaluation for Machine LearningFlask, Docker, Jenkins

Occluded Object Detection Using Segmentation

We propose detection of an object whether it is covered by any obstacle or clearly visible. We propose a solution using a combination of Deep-Mask and YOLOv2. Depth map is used for relative distancesTensorFlow, Keras, NumPy, OpenCV, SciPy

AI Based Shopping Assistant

As customers use your product, they leave behind a trail of behaviors that indicate how they will act in the future. This model process data which emphasis on individual consumer preferences.scikit-learn, NumPy, Machine Learning, pandas, Artificial Intelligence, Natural language processing (NLP)

Skills

Python
TensorFlow
HTML
MySQL
Shell

Experience

  • None - None