Supports Family of Apps (Facebook, IG, Threads) Infra Capacity Efficiency and ROI based Allocation. This covers, GPU, CPU, Storage and etc. AI/ML Capacity and Non AI Capacity (Storage)

PM Lead of the ML Infra Platform Team, comprising 50+ AI Research Scientists, I am committed to driving the development of a state-of-the-art ML Infra Platform. Our team is pioneering innovation by building cutting-edge ML training platform, serving infra, and inference platform that support a wide range of GPU hardware with high efficiency (ROI aware). This empowers the next generation of both small and large-scale models. Our platform plays a crucial role in enhancing user experiences across IG Reels, FB Feeds, Connected Feed, Unconnected Feed, and numerous other teams at Meta.

Bridging the gap between innovative AI technology and impeccable user experience, I serve as an AI Product Lead on Meta's Modern Recommendation System (MRS) Team. Every day, I work at the crossroads of artificial intelligence, user insights, and product strategy, championing solutions that drive personalized experiences for millions of users globally.

What I Do:

🧠 AI Leadership: Collaborate with a world-class team of data scientists and engineers to refine and implement state-of-the-art recommendation algorithms.

🔍 Content Discovery: Craft strategies to seamlessly recommend both connected and unconnected content, ensuring users always find value and relevance in their feeds.

🙋 User-Centric Design: Prioritize the user at every stage, focusing on their needs, behavior, and feedback to shape the evolution of our recommendation systems.

📈 Performance Analysis: Monitor and analyze key metrics to ensure the efficiency and accuracy of the recommendation engine, making data-driven decisions to enhance user satisfaction and engagement.

🤝 Cross-Functional Collaboration: Work alongside design, marketing, and business teams to ensure that the AI-driven recommendations align with broader company goals and user expectations.

I'm passionate about the fusion of technology and human-centric design, always aiming to deliver digital experiences that resonate on a personal level.

If you're interested in the magic behind content personalization or just want to chat about the future of AI in product management, let's connect!

With a solid track record in steering product innovation at Facebook and Instagram, I have championed the convergence of technology, AI, and user experience to deliver groundbreaking AI products. Here's a glimpse into my journey:

🚀 Lead Product Manager for FAIM (Facebook AI for Modality) - Scaled a multimodal platform from its nascent stage to an industry leader, currently being used by 1500+ ML engineers.

📊 Graph Learning Pioneer - Introduced and refined graph learning methodologies to swiftly detect fraud and abusive advertisements. This initiative alone resulted in millions of dollars saved via early fraud detection.

🔄 State-of-the-art Hyperparameter Tuning - Spearheaded the development of an avant-garde platform dedicated to auto-tuning parameters for topline objectives, translating into saved weeks for our developer community and improved efficiency.

Product Acknowledgement: https://twitter.com/MetaAI/status/1329812854539767809

PM for UI/UX, cloud and Infrastructure, and Algorithm development for an Analytics Product suite (platform + product). We use several methods, such as Computer Vision (CV), Machine Learning (ML), classic Optimization algorithms, Data science, LiDAR, 3D digital maps/GEO to bring innovation/efficiency/scale to traditional network planning.

https://code.fb.com/connectivity/announcing-tools-to-help-partners-improve-connectivity/