Jyothsna

• Junior Machine Learning Engineer (Remote Work) - Omdena, California,USA
Worked on integrating news articles from GDELT data which is in Google big query (GCP) to policy documents using natural language processing, thereby helping governments and NGO's to speed up the land restoration process.

Personal Projects:
 Title: Vehicle Recognition and Compilation in Data Base
Description: Used deep learning models like mask R-CNN and YOLO for real time vehicle recognition along with classification for identifying the color and dents of the vehicle for video data.
Skills: Machine learning, Deep Learning, Image Processing, Open cv

 Title: Prediction of sales in super store
Description: Built a machine-learning end to end model to predict the sale of super market. Developed an application using package manager Anaconda by using libraries Scikit-Learn, Numpy, Matplotlib and feeding data to the models like Regression and classification. Created a User interface by using IBM cloud and nodeRed
Did many prediction projects like prediction of air quality, predication of alcohol consumption, predicting whether the cancer is malignant or benign
Skills: Data cleaning, Data Analysis, Machine Learning, Cloud Computing

 Title: Analyzing the twitter Tweet data of Weratedogs
Description: The dataset that I wrangled (and analyzing and visualizing) is the tweet archive of Twitter user @dog_rates, also known as WeRateDogs. Each tweet's retweet count and favorite (i.e. "like") count at a minimum. Using the tweet IDs in the WeRateDogs Twitter archive, querying the Twitter API for each tweet's JSON data using Python's Tweepy library.
Skills: Web Scrapping, Data Analysis, Data Cleaning

 Title: Employee Turnover Prediction
Description: I Analyze data for predicting employee turnover. By preprocessing data and feed that into models using Machine Learning, we can predict if one person will leave the company based on factors like salary, working hours, and years at the company.
Skills: Machine Learning, Data cleaning, Data analysis

Certifications:
• Neural Network and Deep Learning - deeplearning.ai – Coursera
• VSD-Machine Intelligence in EDA/CAD - udemy
• Machine Learning with python - cognitive class
• Introduction to Data Science with python - University of Michigan - Coursera
• Python for Data Science - University of California – edx
• How to Build a Chatbot – IBM