Unlocking Retail Potential Using Demand Sensing Techniques

Abstract: Our work outlines an innovative solution for optimizing retail product placement using demand sensing techniques. It addresses the challenge of stockouts and product accessibility by integrating real-time analytics with planograms, data visualization, and sales projections. Employing an LSTM model on extensive sales data, the solution achieved industry-leading accuracy in sales predictions. The interactive dashboard provides detailed insights from category to product level, enhancing strategic decision-making and the customer shopping experience. Initially deployed in the grocery section, the solution is set for expansion across other categories and store locations, showcasing significant advancements in retail analytics.
Student team: Hummarah Shahzad ( / hummarahshahzad )
Ifrah Bilal ( / ifrah-bilal )
Momina Khan ( / momina-khan- )Piyush Kakde ( / piyush25kakde )
Priyanka Shinde ( / priyashi45 )
Mentor:
Shoaib Khan ( / shoaib-a-khan )
Mathew Lanham ( / mattlanham )
MS BAIM Program: business.purdue.edu/masters/p...
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[@syedwaqarali4554]

Really good work. It will be very useful for the business and industry.

[@ZeeshanGilani-jl9qh]

Very well explained, the dashboard looks amazing!

[@lindsayneufer9674]

Nice job team! This sounds like a very fun problem to solve. You've done a great job explaining the problem and your dashboard looks very informative and intuitive for users.

[@hassandajana9918]

This is such a great showcase of taking the learning from the classroom to the real world, keep up the great work.

[@resilientratty]

This is such a brilliant concept! So well done and so well presented!

[@saroashsaleem9967]

Well done

[@zoyat2735]

They have explained everything so clearly and easily. Well done

[@hassaanshaikh2000s]

Amazing! 💯

[@roshansalim4813]

Great articulation and concept

[@zainabimran7437]

Great concept. Well explained!

[@shehrbanoshaukat9598]

This is so cool!

[@namranaseem485]

Amazing concept

[@akintayoatinuke9297]

Nicely done and message delivered.

[@faizanzahoor2501]

Very insightful!

[@jorgeromeroday2079]

Very well done! Congratulations!

[@Ifrahbilal]

Thank you!

[@Ifrahbilal]

Wonderful concept!

[@saratassadaq6649]

Amazing work!

Good product idea!

[@rimshaqureshi5181]

Very well explained!

[@usamasarfraz7567]

Amazing concept.

[@sameeltufail7649]

Really cool idea!

[@Anon-uq1yd]

Amazing stuff!

[@MuhammadHaris-gy7pt]

Very insightful

[@nbutt20]

Very informative 👍🏼

[@MuhammadOwais-tj9ol]

Well done 🎉

[@muazkhan2102]

amazing concept

[@wasiq.anwaar]

Seems extremely user friendly 2:33

[@mahnoorahmed50]

This is so good 🔥

[@muhammadrehannasir2770]

Great concept

[@iqranazir7305]

Good job

[@mehrmasood4011]

Very interesting

[@HA-bd3fb]

Insightful

[@anshpatel9156]

Amazing

[@justsachan1469]

👍👍👍

[@namranaseem485]

Good luck

[@MaryamHalai-v5p]

I love the concept! Was the dashboard made using PowerBI? It looks great!! Proud of you guys!

[@Ifrahbilal]

Yes! We used PowerBI to create the dashboard.

[@abdullah3324]

Insightful

[@moezkhattak]

Amazing