Data Analyst with experience in machine learning, data analysis, and reporting automation. Worked on community tag prediction, contest analysis, employee review analysis, and user-defined reporting tools, with skills in …
Data Analyst with experience in machine learning, data analysis, and reporting automation. Worked on community tag prediction, contest analysis, employee review analysis, and user-defined reporting tools, with skills in SQL, Python, Tableau, Excel, and data analysis libraries.
Trained a supervised learning model on a dataset of 20K users and 70K posts having 1900 unique tags.
Reduced average time to get a response to a tagged post by 4 times.
Implemented a model to find similar posts which helped 15% users to find their answers in existing posts.
Automated the contest creation process and points allocation in community contests.
Reduced the points calculation time by 70%.
Analyzed the impact of rewards and contest type on user engagement.
Helped increase user participation by 40%.
1. Individual contributor towards developing a model to predict relevant tags for user's posts on Dell Community Forum.
2. Trained a supervised learning model on a dataset of 20K users and 70K posts having 1900 unique tags.
3. Reduced average time to get a response to a tagged post by 4 times.
4. Implemented a model to find similar posts which helped 15% users to find their answers in existing posts
Developed a machine learning model for 8K employee reviews to predict the retention probability.
Analyzed employee sentiments.
Deployed a web application to obtain employee reviews and feedback.
Reduced the average time to collect reviews by 5 times.
Led a 4-member team to integrate a third-party application for generating user-defined reports.
Developed the customized reporting feature.
Reduced report creation time by 3 times.
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