Sourabh Sahay

A highly accomplished, people-centric technology leader with a track-record of successfully shaping strategy and leading effective change across a broad range of technology organisations. Currently Senior leader, ML Infra space in Meta (FB) - we are building foundations for ML infra which is responsible for 98% of Meta revenue. Previously I was Engineering Manager at Amazon managing Order/refunds for all Amazon WW ecommerce operations. Before that I have held engineering leadership roles with Expedia Group where I contributed to their Destination Services pillar as well as Expedia Rails framework. Please see below a list of topics on which I can provide mentorship. After the initial discussion, we'll identify your specific areas of focus and develop a program tailored to your specific needs and interests. • Engineering topics • Machine learning and recommendations. Topics which I can provide guidence on § Collaborative filtering and content based filtering § Sequence generation recommendation § Graph neural network and multimodal content recommendation § Large language model adoption in conventional search § Incusion of privacy and model fairnness and bias in ML processes. • Scaling services using cloud technologies using AWS/GCP/Azure § Here I provide real world use-cases from my experience in these systems § Provide the right trade-off for the use-cases § Strategies for migration from the legacy stack to new services • Fintech domain and start-ups § Importance of product/market fit in the start-up § 20to100-- how to take startup during different stages of growth, including processes and people. § Blockchain technology and usages • Management topics • How to Scale and how to manage manager(s) • Setting clear OKRs • Growth and development of team members

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