Hello,
My name is Ketan Patel and I am a 3rd-year B.Tech Computer Science and Engineering student.
My main area of focus is Machine learning and Deep Learning.
As usual, I have started with python and some basic libraries like pandas, numpy, OpenCV and matplotlib and some machine learning algorithms like Naive Bayes, KNN, SVM, Decision trees, etc. based on this knowledge i have made some projects like 20newsGroup classification, spam filters for emails as well as messages, survival prediction on titanic dataset, etc.
After Machine Learning I move on to deep learning, starting with the learning of how Neural Networks(NN) works, in this learning process I learned about different types of neural networks like DNN, RNN, CNN. After learning about NN I started to learn how to create an NN and came across Tensorflow's Keras which provides us with multiple modules to create an NN easily. and based on this knowledge and some additional python libraries (mainly OpenCV/cv2) I have made some projects like Digit Recognizer(MNIST dataset), Fashion-MNIST dataset, Dog and Cat classifier, Face detection systems, Voice Recognition system, snakes game using OpenCV, etc.
Currently, I am working on Reinforcement Learning mainly Q-Learning using the gym library in python, I am currently working on a rocket landing project it is not completed yet but soon it will be completed.
Projects
Wedding Planner
Manage All your wedding expenses ranging from phtographer to almost everything.PHP, HTML, CSS, Swift, Machine Learning, iOSCursAR
Transforming Education, Helping Student Visualize Effectively & EfficientlyReact, Node.js, Firebase, Android, Vuforia, Express.js, C#, MongoDB, Unity 3D, Google Cloud Platform (GCP)Skills
Experience
- TechieNest - Data Science TraineeJune 2019 - July 2019
This was my second two-month summer training internship at Techienest Jaipur. My main field of study was Deep learning, and the project that I made here was "Indoor Navigation" which is a project based on CNN and Reinforcement learning. The code is available on my GitHub account. Along with Deep Learning, I also got to know about various python libraries like OpenCV, pynput, pyttsx3, tesseract, VLC, face_recognition, etc. Also, I have learned about deep learning frameworks and libraries like Tensorflow, Theano, Pytorch, Torch.
- Gempulse Infotech Pvt Ltd. - Data Science TraineeJune 2018 - July 2018
This was my first Summer Training Internship at Gempulse Infotech Pvt Ltd, Jaipur. The internship period was 45 days. In these 45 days I have learned about python, its basic machine learning libraries like Pandas, Numpy and sklearn and basic machine learning algorithms like SVM, Decision Tree, Naive Bayes, random forest, KNN, etc.