Analytics & Cloud Tech Staff / Director Level Ic
Round Rock, Texas, Us
● Intelligent Solutions Lab - Lab lead and chief architect of an artificial intelligence and machine learning based incubation lab at Dell Client Software. Multifaceted lab using efficient agile processes and learning principles to provide a platform for talented engineers to work on AI and machine learning based projects while providing accelerated feasibility, incubation and development pipelines to the broader team's production level efforts. Building recommendation frameworks, hybrid edge/cloud ML model platforms, and model optimization frameworks. Generating reference architectures and working proof of concepts as inputs into global software initiatives across the lines of business in Dell client. Technologies / Tools: AzureML, ML.NET, CNTK, TensorFlow, ANN, CNN, GAN, back-prop, evolutionary algorithms and reinforcement learning / agent design. ● Global Data Platform - Lead cloud architect and project execution lead for global, multi-regional, high scale, cloud-based telemetry, and analytics platform. Led agile based effort across offshore and onshore teams using GIT and Atlassian toolset (JIRA, Confluence, BitBucket) and Microsoft Azure cloud offerings for technology platform. Vast usage of Azure IaaS, PaaS and SaaS tooling including Azure event hubs, Azure compute (web jobs, AzureFX), Azure blob storage, Azure SQL, REST WebAPIs and Azure HDinsight Spark & HIVE for analytics processing. Key contributor in scale uplevel efforts and scaling architecture.Designed and rolled out a rigorous onboarding workflow and process for global software teams to onramp onto the new telemetry / analytics system. Principal evangelist of new telemetry & analytics system to the broader organization via engineering reviews, organizational town halls, and executive communication forums.