akhilesh-reddy
Data scientist | UT Austin | Worked as a Decision scientist for 3 years at Mu sigma. Interested in ML, AI, Data science
VisaSan Francisco bay area
Pinned Repositories
Advanced-Predictive-modelling
Coursework for Advanced predictive modelling
akhilesh-reddy.github.io
Cable-cord-cutter-Sentiment-analysis-using-Reddit-data
Scraped data from Reddit and performed Named entity recognition,topic modelling and sentiment analysis on the comments to understand public views about moving from cable channels to streaming services
Data-Analysis
Data Science Using Python
Data-Analytics-Programming
This course helped me to gain a thorough understanding of Python and its use in data science projects
Data-Science-Mini-projects
Repository for all my personal and curriculum based mini projects
Feature-selection
Following are my attempts to create some fundamental statistical algorithms to perform feature selection.
Salary-classification-based-on-job-description
Classification of salaries based on job descriptions using text analytics and classification techniques | Achieved ~80% accuracy in classification of salaries, a 30% increase from baseline accuracy of 50%
Sketch_Recognition_using_deep_learning
Project on classification of hand drawn images using deep learning | Achieved 92.11% precision (MAP@3) on all the 350 classes and ranked 268 among 1316 teams that participated in the Kaggle competition.
Visualizing-different-factors-that-affect-Austin-bike-sharing-and-insights-for-bike-rebalancing
Austin Bike sharing came out to be an interesting problem when my team was looking out for something that will have a higher level impact on our daily life in Austin. In this project, we have performed exploratory data analysis on different aspects that affect bike sharing.
akhilesh-reddy's Repositories
akhilesh-reddy/Cable-cord-cutter-Sentiment-analysis-using-Reddit-data
Scraped data from Reddit and performed Named entity recognition,topic modelling and sentiment analysis on the comments to understand public views about moving from cable channels to streaming services
akhilesh-reddy/Data-Science-Mini-projects
Repository for all my personal and curriculum based mini projects
akhilesh-reddy/Salary-classification-based-on-job-description
Classification of salaries based on job descriptions using text analytics and classification techniques | Achieved ~80% accuracy in classification of salaries, a 30% increase from baseline accuracy of 50%
akhilesh-reddy/Feature-selection
Following are my attempts to create some fundamental statistical algorithms to perform feature selection.
akhilesh-reddy/Sketch_Recognition_using_deep_learning
Project on classification of hand drawn images using deep learning | Achieved 92.11% precision (MAP@3) on all the 350 classes and ranked 268 among 1316 teams that participated in the Kaggle competition.
akhilesh-reddy/Advanced-Predictive-modelling
Coursework for Advanced predictive modelling
akhilesh-reddy/akhilesh-reddy.github.io
akhilesh-reddy/Data-Analysis
Data Science Using Python
akhilesh-reddy/Data-Analytics-Programming
This course helped me to gain a thorough understanding of Python and its use in data science projects
akhilesh-reddy/Intro-to-Predictive-Modelling-Supervised-learning
akhilesh-reddy/Miscellaneous-python-scripts
akhilesh-reddy/ST380-Part-2
akhilesh-reddy/Strategy-consulting-for-bike-sharing
akhilesh-reddy/Visualizing-different-factors-that-affect-Austin-bike-sharing-and-insights-for-bike-rebalancing
Austin Bike sharing came out to be an interesting problem when my team was looking out for something that will have a higher level impact on our daily life in Austin. In this project, we have performed exploratory data analysis on different aspects that affect bike sharing.
akhilesh-reddy/TensorFlow-Summarization