Start of a new Journey!!!
My first Blog post where I tell everything about myself , what I'm currently doing and what's in-store for future for everyone and how I will bring value to all of you ...
I have worked in a wide range of projects in fields such as Machine learning, Deep learning, Computer Vision, Time-Series Forecasting, NLP, Chat-bots, Reinforcement Learning
Manual Segmentation of Brain Tumors can be a time-consuming and laborious task , we use Mask-RCNN which is a deep learning algorithm which uses object detection and segmentation to segment the tumors and we automate the process and make it faster and easier for physicians and doctors to treat the patient.
An automated text based assistant built using rasa which can suggest a list of restaurants ordered by rating, based on the customers location and preference of food.
Created a deep learning model which can explain the content of an image in the form of speech for blind people Using Convolutional Neural networks.
I've always wanted to start my own Blog , express myself to the world , guide people with my experience and people can learn from my mistakes.
My first Blog post where I tell everything about myself , what I'm currently doing and what's in-store for future for everyone and how I will bring value to all of you ...
Competed in many online competitions such as Kaggle, Zindi , Dockship.io , tried my best to get the best performance, achieved decent rankings and got hands on real-life coding experience via these platforms .
I have always been passionate about new technologies and AI and ML has always been something which I wanted to learn and explore , I'm really excited to create new technologies using AI and ML which can reshape the future .
I have always had confidence in myself that I can achieve my dreams if I work hard towards it , I never give up and I always try to find alternate solutions for my problem if plan A doesn't work out .
I believe that if a task can be done in the simplest of manner it will be easy for everyone to understand and for us to execute , therefore I always find how I can make the problem's solution very simple and also it saves us a lot of time .
I believe that knowledge is the most powerful tool we can posses therefore I am continuously improving my knowledge by studying courses , practicing code and upskilling myself with whatever I feel will be helpful for me in the future .
In the field of AI and ML it's utmost necessary to be well-versed with the latest technologies, therefore I am keeping up with what's trending!! by following programming youtubers ,reading blog posts .
Pandas, Numpy, Matplotlib, Seaborn, Sci-kit learn, Modelling, Strings, Operators, Tuples, Dictionaries, Sets, Loops, Classes,Objects, Arrays, Lists, Functions
Neural network regression , Neural network classification, Computer vision, Convolutional neural network, transfer learning, NLP fundamentals, Time series fundamentals using Tensorflow , Working on imbalanced data
Algorithms such as Linear regression, Logistic regression , Random forest, Naive Bayes, NLP, SVM, PCA, Reinforcement Learning, Supervised learning , Unsupervised learning , Statistics
Working with dataframes, cleaning data , treating outliers , treating skew data, imputing missing data, manipulating data , normalization and scaling , visualizing correlation
Computer vision , Convolutional neural network , Gesture recognition, RNN, Image Classification , Image segmentation , OpenCV, Time-series forecasting, NLP, Face detection , Transformers
Splitting data into train_test_validation sets , Standardization, Treating overfitting , Regularization, Min_Max_Scaling, Confusion Matrix, Evaluating metrics, Improving performance, Deployment
Hear what people have to say, whom I have previously worked with.