Madhu Babu Cherukuri
Lead Data Scientist @Intel
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WORK HISTORY
Lead Data Scientist @Intel
Lead AI Applied Research Scientist, responsible for translating business problems to analytical problems and solve them using machine learning algorithms. Currently leading various analytical projects with different business domains from Intel. Below are few high dollar impact projects implemented. Developed and Implemented Server failure prediction models based on System event logs and Hardware telemetry data for top Three failure reasons Developed the Prediction models to identify the excess inventory, shortages, and Health of the inventory at sku and family level which resulted in $XX Millions savings Streamlined supply chain transformation right from Demand planning, Segmentation of parts, and Inventory target settings for Data Centers Business Designed predictive model to predict Validation health and timelines of upcoming products based on historical bugs and Regression coverage Invented and implemented the stringent fraud detection model for Intel logistics & transportation business Inventory optimization models for ATM and FAB using advanced algorithms like stochastic inventory, Bootstrap, and poison models- With new inventory optimization model business realized 50% zerobin reduction and prevented lot of excess inventory Invented the model to predict obsolete inventory using advanced predictive models, saving $XX Millions Sales Pipeline Opportunity forecasting Model to score the likelihood of wins & estimate the revenue for each opportunity Network Failure prediction through Big Data Environment Platform Issues pattern mining through segmentation and guided Design and validation teams to prevent them future Supply Chain Risk Monitoring - Monitor real time news related to logistic supplier for sensing external ecosystem & tapping external data sources, to mitigate & manage risk around supply chain Established the process to link the duplicate customers for various analytics using semi supervised learning approach
EDUCATION
Andhra University
Master of Science - MS, Statistics
Andhra University
M.sc, Statistics
SKILLS
ABOUT MADHU BABU CHERUKURI
17 Years’ experience in building different kind of machine learning and optimization-based decision support systems for complex business from various domains (Retail, Manufacturing & semiconductors industry, Pharma and Banking)- Adept in identifying business problems and solving them using mathematical or data mining techniques and proven experience in delivering high-quality results yielding multi-million-dollar impact- Motivating and mentoring a team of data scientists across Geos and groups to grow their skills and careers as per the project requirements - Key strength of enabling idea to impact journey by establishing business clarity, stakeholder alignment, ml model solution architecture design and deployment- In-depth knowledge of Statistics, Machine learning, Deep Learning and Text mining techniques for providing robust enterprise solutions involving large datasets- Extensive Knowledge on open-source languages like Python and R, ML platforms like Azure ML and Google cloud and Kubeflow. Also have in depth knowledge on SAS programming- As an Intel Instructor, conducted various levels of Data Science training classes with practical examples and developed course content from Basic to Advanced Algorithms also mentored more than 500 employees across globe- Freelancer Data Science Trainer, Project Mentor and Evaluator in multiple ed-tech organization and thought Data Science topics from Basic statistics to Deep learning algorithms (Text and CV)
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