Rob James Email and Phone Number

I am an experienced AI/ML practitioner with a proven track record of delivering analytics and optimization solutions that transition seamlessly from proof-of-concept to industrial-scale deployments. My work emphasizes the iterative development journey—from the initial prototype ("the first"), through early deployment ("the first live"), to scaled iterations ("the nth") and fully operational implementations ("the nth live").I specialize in working with large-scale, noisy, and incomplete datasets, applying models across distributed systems to extract actionable insights. My approach highlights the broader value of aggregated modeling—leveraging patterns from distributions, deviations, and error analyses—while addressing real-world complexities beyond isolated precision metrics.At nDimensional, I utilized a proprietary cloud-based platform to integrate neural network models, predictive classifiers, and exploratory analyses into scalable AI solutions. This platform enabled seamless iteration across development stages, ensuring solutions were not only technically sound but also operationally impactful.I thrive at the intersection of technical rigor and business strategy, enabling organizations to deploy AI solutions that deliver measurable, scalable, and sustained value in dynamic, data-intensive environments.All of the above has been carried out in the context of software product development, software architecture and interface design.Core Skills:Artificial Intelligence (AI)Machine Learning (ML)Energy Sector Applications: Power Generation, Optimization, and Distributed SystemsScalable Software Solutions: Design and ImplementationPredictive AnalyticsNeural NetworksExploratory Data Analysis (EDA)Python, Jupyter, ColabDigital TwinsData VisualizationLarge-Scale Data IntegrationIndustrial Optimization