🚀 Data Scientist & AI Enthusiast Transforming User ExperiencesPassionate about decoding data patterns to create exceptional user experiences, I am a seasoned Data Scientist with a track record of spearheading innovative solutions in the realms of recommendation algorithms and engagement optimization. Currently, I contribute my expertise to Pocket FM, a dynamic team of data scientists and engineers based in Bangalore, India.💡 What Sets Me Apart:🔍 Deep Dive into Recommendation Systems:At Pocket FM, I co-created a robust recommendation framework, delving into intricate details of algorithms like ALS, Wide and Deep, and EASE. My hands-on experimentation, coding prowess, and meticulous A/B testing resulted in a 10% uplift in engagement metrics. I'm proud to have crafted an EASE model for cold start recommendations, bringing a 10% improvement in user engagement.🚀 Innovating Home Feed Experiences:Collaborating with product and content teams, I pioneered the creation of personalized widgets, enhancing the Home Screen's engagement by 15% and revenue by 9%. My contributions to impression discounting and Autoplay Queue Optimization, including a GBT classifier model, led to a notable 20% increase in user exploration, creating an enriched user experience.👩‍💻 Technological Toolbox:Proficient in a wide array of languages (Python, SQL, C, C++, MATLAB), libraries (PySpark, Pandas, TensorFlow), and tools (AWS, GCP, Jira, GitHub). My expertise extends to deploying end-to-end pipelines on AWS and ensuring seamless integration with platforms like Airflow, Kafka, and Metabase.🌍 Earlier Endeavors:Prior to Pocket FM, I made significant contributions as a Data Scientist at Glance (Inmobi Group). Here, I developed collaborative filtering models, boosted revenue growth by 15-35% through CTR and CVR models, and created gender-based segments impacting ad monetization.🎓 Academic Journey:Master of Engineering Sciences in Structural Engineering from University College Dublin with a focus on leveraging Artificial Intelligence in Structural Design. Additionally, I hold an IBM AI Engineering Professional Certificate.Let's connect and explore possibilities in leveraging data science for transformative solutions!