I have over total 5+ years of experience working in data science. Currently, I work as the Data Scientist at Dave.AI, where I handle multiple roles from finding a solution to problem, design a handy frameworks for others to use, and to deploy the models for real-time usage.
In any content development team, we deal with large amount text data. The content should go through multiple quality check and copy-editing. The quality check and copy-editing checks are comments from the SMEs. These comments are specifically related to certain categories. An automated system that categorizes comments from different platforms and provide detailed analysis to the original author.
Skills and Tools: Python, NLTK, Classification
Recommendation system is one of the common things now in all fields. In e-learning platforms, it helps students to achieve their goal. The course recommender system based on students’ interest, score, and course ratings.
This is an on-going project. Have been applying multiple methods to perfect the ASR system. Using models like wav2vec, Quartznet from Nvidia Nemo, and Kaldi Recipes, I have created few ASR systems that can be applied to different domain.