have been working in data science and data visualization field for 3 years almost now and I have gained pretty much confidence in these fields. I have become Employee of the Quarter two times in a row in my professional field. I also got Award of Appreciation from my previous company, a leading MNC in India.
This is my first freelancing project. So I am ready to give my best efforts to make this delivery successful.
Experience:
o Anomaly Detection of the customers making sales using Z-score approach and Logistic Regression in ML and Python Flask and Angular JS in development.
o Text Summarization tool taking URL as input and summarizing the content from the URL and providing 5-7 lines of summarized output using Term Frequency-Inverse Document Frequency as the underlying algorithm.
o Recommendation-Engine using Collaborative filtering among users to enable user-to-user similarity.
o Floor plan generation using GAN model from users’ input using openCV.
o Data Pre-processing and engineering using Logistic Regression for analyzing data.
o Data pre-processing and modeling of the time-series data using FbProphet and LSTM bench-marking.
o End-to-end development of Security Merics using Python Flask and Javascript starting from requirement analysis, prioritizing the identified information needs based on security criteria , data collection from stakeholders, creation and maintenance of metrics and analyze the data and evaluate the performance and effectiveness.