Data Scientist
Lomotif Pvt ltd | Oct 2021 - Present
Python
Computer Vision
NLP (Natural Language Processing)
Deep Learning
PyTorch
1. Content Moderation: Designing algorithm to flog out NSFW content before it gets uploaded onto
platform by fine-tuning OPEN Al CLIP algorithms
Achievements: Reducing manual efforts by almost 70% with a 0.5% chances of NSFW content getting missed by the algorithm
Scaling the architecture to handle 50 thousand videos per day
2. Search: Developing a search system to help find users relevant content they are looking for
3. Personalized Recommendations: Developing a personalized recommendation system for the discover page on the app which enriches user experience
AI Scientist II
Zee Entertainment Enterprise Ltd | Sep 2020 - Sep 2021
FFmpeg
NLP (Natural Language Processing)
Deep Learning
1. News Meta Tagging: Tagging in the incoming news content (videos and text} into various categories using Natural language processing and speech—to-text based technologies
Achievements: Increased the CTR by 13% by generating accurate tags and categories which in turn provided better recommendations
2. Video genre classification: Classification of Zee5 premium video contents into pre-defined genres using Video analytics, computer vision, and deep learning
Achievements: Successfully implemented research paper published by IBM for optimal sequential
grouping for scene detection