hi everyone myself vikas Rana currently pursuing Bachelors of technology in computer science engineering I am studying computer science engineering and I'm in the final year hi myself currently pursuing btec in CSC hi my name is student in computer science and energy so today we code mod Titans are going to present the problem statement for the Walmart sparkathon 2023 according to the given theme which is data so these are the overview problem statement solution implementation and conclusion so our problem statement is ensuring timely availability of products so in the era of trend driven Market a concerning trend has emerged affecting not only customer emotions and experiences but also significantly implementing the online business the issue at hand is that people have a tendency to purchase trendy items that are gaining popularity on social media consequently there has been a substantial increase in the number of customers Beyond whatever was initially anticipated this rapid influx of customer lead to product quickly going out of stock leaving a significant number of individual unable to purchase their desired products so to solve this problem harshit will present you the solution so the problem of the following state statement there is a solution which can be solved by a comprehensive Trend even demand management strategy in response to the challenge of product quickly going out of stock due to social media trends we propose a multifuncture solution by predicting upcoming France and demands back to data analytics we aim to enable affiliate Inventory management to regulate demand searches a dynamic pricing approach will be employed and increasing early processes and maintaining balance demand so the expected outcomes so this can be demand for fasting and Trend analysis uh real-time Inventory management reduced stroke outs and optimistic inventory post as we as analyzed the solution now we will see the real-time implementation of the tech stack we will use the tech stack like dijango python react Moon ODB our implementation strategy involves leveraging machine learning for Trend forecasting using social media data this predictive model will guide real-time Inventory management enabling automatic adjustment based on anticipated demand to regulate purchasing searches are Dynamic pricing mechanism will be introduced let us conclude in responsible for 10 to even markets impact on product availability our solution employs Predictive Analytics angular time and inventory management leveraging Data Insights and back-end development will ensure accurate stock Levels complemented by Dynamic pricing to manage demand front-end engagement and customer communication enhance the experience continuous feedback loops ensure adaptability District solution promises to prevent strokeouts improve customer experience and optimize business Market standings thank you thank you anyway