Azad's Profound AI Rep
Azad's path moves from computer vision product building into search, recommendation, and principal ML engineering.

Azad Soni
Experience

Blending AI, Creativity & Community to Redefine Human Connections. #ReimaginingLove



Led Job-CV matching charter for Naukri - Leading a small team to improve the relevance of applicants given a job posting - Developed deep learning-based embedding model to retrieve top candidate's in realtime
- Leading data science initiatives to improve Naukri's Job search - Implemented Learning to Rank based method for improving search relevance using user click behavior - Built embedding based Job retrieval system for a given keyword - Developed personalized keyword autosuggestor for Naukri's search engine - Worked on recommendation problems of Naukri FF and Elearning
- Developed an Android application to provide portrait mode & background change functionality using only single camera - Fine Tuned object detection model with the classes same as google deeplab which is used for the image segmentation task - Implemented efficient functions to identify foreground, combine mask layer with gaussian blur & remove object boundary - Deployed the flask API in google cloud; serving 10K requests daily with total 13K+ app downloads and 4.7* rating
