• Supply chain analytics, demand forecasting, implementation of Heijunka. Lighthouse approach• Agentic Workflows, Retrieval Augmented Generation to let users talk to documents privately.• Implementation of price prediction model for a CPG giant

• Involved in various AI ML projects related to Reliability and Product Quality• Co-ordinator of AI ML projects related to product quality, process monitoring and improvement• Reverse mentoring senior management on AI ML related skills• Regularized operation of state of the art engine emission test bed• COP of engines produced in-house• PEMS testing of Engines• Trainer in Industry 4.0, Emergency Preparedness Safety Standard, Culture Credo• Responsible for in-service-conformance of vehicles on various parameters like IUPR, Emission, Safety

• Prepared live analytics of equipment abnormality tokens raised and complete workflow for alert generation, closure and monthly summarization• Prepared Automatic production scheduler based on delivery commitment and resource availability, resulting improvement in schedule adherence• Analyzed Tool change trends and modelled the same as a Markov Decision Process to reduce Tool preparation time by 40%• Built a machine learning model to predict correction factor for incoming camber based on model length, width, machine condition with manual override• Used SPS, Control Charts, Six Sigma techniques to reduce defect and variation in productAnalyzed Breakdown trends and implementing corrective actions to reduce downtime by 12%•Changed internal logic of CNC to improve cycle time from 30 secs to 22 secs, resulting in 20% improvement in throughput• Rapid implementation of critical models for Bangladesh, South AfricaCommissioning of Soenen Punching machine and subsequent training• Prepared and presented Balanced Score Cards with TGR and TGW to senior management• Drove a team of 20 individuals with training, upskilling to solve problems with great agility