Greg Makowski

data mining sfbayacm acm big data kamanja data science model description pmml neural network real time #datamining #datascience #jobs #hiring #standards convolution neural net kafka open source software reinforcement learning iot internet of things decision tree image recognition speech recognition word2vec deep learning oss continuous space word models cassandra one at a time middle softwarearchitecture security agi guardrails aialignment aisafety ai predictive modeling markup language fraud detection consulting hbase credit card #ai #chatgpt #llm streaming realtime decision engine knowledge discovery in databases bank ligadata java kdd scala healthcare nosql case study predictive modeling price optimization revenue management crm strategy cluster reporting crm retention attrition cluster analysis clustering maxwell john leaders 360 degree leader leadership john maxwell challenges solutions pmml consumer real-time sensitivity analysis reason codes gradient descent taguchi design generalization regularization model complexity heuristic model notebook doe predictive algorithms model training design of experiments seasonality replenishment retail supply chain hotel ip worker knowledge worker intelligence augmentation artificial intelligence vertical applications prior inventions frameworks software intellectual property law xgboost global big data science conference record level reasons forecasting r data drift detection prediction enterprisesoftware genai llm datascience enterpriseapplications scheming #enterprisesoftware #deeplearning #retrieval_augmented_generatio #rag #hallucinations #futureofai #future #diffusionmodels #generativeai #largelanguagemodels #datascience caret ucsc paypal revolution analytics san jose unconference camp acm sigkdd enterprise software computer consulting mq financial services model scoring continuous www.ligadata.com www.dmg.org kamanja.org kdd2015 model generalization model building skipgram autocorrelation control systems deep neural networks q learning nlp tensorflow theano auto-encoder q-learning lamda architecture deep neural net face identification real time scoring microsoft horizontal scaling