Are you familiar with the concept of #menuengineering? We sat down with Casey Clarkson, Sr. Director of Strategic Projects and Programming for our Culinary Strategy Innovation Department, to learn more about how thoughtful menu design and recipe selection are vital to creating positive patient experiences. Discover how Casey and her team are constantly thinking of ways to create consistency within dining experiences by reading her full interview here: https://lnkd.in/eJb6p6mD
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4 easy steps on how Recipe Management Enhances Dining Experience: Consistent Quality: Ensures every dish tastes the same, every time. Operational Efficiency: Streamlines kitchen workflow for faster service. Menu Innovation: Encourages creative, exciting new dishes. Cost Management: Controls food costs, offering better value. #Bontip #bountiptech #recipe #management #recipemanagement #tgif
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Passionate about Building Products & Businesses | Challenging the Status Quo, Achieving Results
📊 Data-Driven Menus: A Culinary Symphony! 🍲 Welcome back to Day 2 of "Data-Driven Dining" on LinkedIn! Today, we're diving into Episode 1, exploring how #datascraping transforms the art of menu planning. #Restaurants today are leveraging scraped #data to understand customer preferences, identify trending dishes, and optimize their menu offerings. 🍽️ ✨ From personalized recommendations to perfectly curated selections, #datadriven menus are shaping the culinary landscape. 👨🍳 Let's Discuss: Share your #thoughts on the evolving role of data in crafting menus. What's your favorite restaurant dish, and how do you think data-driven #insights could enhance your dining experiences? Join the #conversation as we unravel the ingredients of a perfect menu! #MenuOptimization #DataScraping #CulinaryArts #LinkedInDiscussion
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Passionate about Building Products & Businesses | Challenging the Status Quo, Achieving Results
🌐 Welcome to "Data-Driven Dining" on LinkedIn! 🍽️ Thrilled to launch this culinary exploration where the world of data meets the art of flavor. In this series, we're diving deep into the transformative impact of data scraping on the Food and Restaurant industry. Join me every day as we uncover the secrets behind crafting unforgettable dining experiences through the lens of data. 👥 Let's Connect: Share your favorite restaurant experiences, the dishes that linger in your memory, and how you think data-driven insights can elevate the entire dining journey. Your thoughts and insights will add a unique flavor to our conversation. 🚀 Are you ready to savor the taste of innovation? Buckle up for a delectable journey through the world of Data-Driven Dining! #DataDrivenDining #LinkedInSeries #CulinaryInnovation #DataScraping
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Focused on improving your sales, channel visits and customer experiences with a combination of data, strategy, Marketing programs & tactics to drive desired results. Fractional Marketing Services & CMO on Demand.
Daily Marketing Tips - 📊 Data-driven decisions lead to dining success! Restaurant owners, harness the power of customer data to understand preferences, improve service, and create tailored experiences. Let insights guide your menu, marketing, and operations for happier customers and better business outcomes. #RestaurantData #CustomerInsights #BusinessSuccess
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Crafting the perfect menu is more than just listing dishes – it's about creating an unforgettable dining and online. At Restaverse, we're all about menu optimization. We dive deep into data, analyzing trends and customer preferences to ensure every dish hits the mark – both in taste and profitability. Why does it matter? 1. Happier customers 2. Increased sales 3. Competitive edge Ready to take your menu to the next level? Let's connect and discuss how we can boost your restaurant's success! #MenuOptimization #DataAnalysis #RestaurantIndustry #Restaverse #GrowthPartner
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Data scientist | Mathematics | Statistics | Python | MatLAB | MySQL | C | GAMS | R Studio | Data Analyst | Power BI | Tableau | Machine Learning | Neural networks.
Exciting developments in my #llmzoomcamp project as I delve into the crucial phase of evaluating my restaurant recommendation system’s retrieval accuracy! Today, I focused on constructing a ground truth dataset by summarizing extensive customer reviews in a compact format. For instance, one review summary described mixed experiences at a restaurant, noting both the highlights like cheeseburgers with truffle fries, and the lows such as bland chicken Caesar salads, and service issues. To enhance our model's precision, I utilized GPT-4o-mini to generate specific user queries based on these summaries. This step involved crafting queries like "Looking for a restaurant with updated American classics and a sophisticated atmosphere," ensuring our system can accurately match diner intentions with real restaurant offerings. The integration of these queries into the system helps me test and refine the retrieval process, aiming for a seamless match between customer desires and actual dining experiences. By feeding these queries and matching them against our summaries, I'm not just testing the system; I'm fine-tuning it to understand and predict customer preferences with remarkable accuracy. This meticulous attention to detail promises a transformative impact on how people choose where to eat, making each recommendation a gateway to a delightful dining experience. Stay tuned!
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Daily Marketing Tips - 📊 Data-driven decisions lead to dining success! Restaurant owners, harness the power of customer data to understand preferences, improve service, and create tailored experiences. Let insights guide your menu, marketing, and operations for happier customers and better business outcomes. #RestaurantData #CustomerInsights #BusinessSuccess
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Sharing the Excitement: Unveiling My Latest Project- Demo Video Inside! Hey connections, I'm beyond excited to give you a sneak peek into my latest project that's been simmering away behind the scenes! Introducing my demo video for "Predicting Restaurant Ratings, Restaurant Recommendation, Cuisine Classification, and Location-Based Analysis." Highlights: ➡️Predicting Restaurant Ratings: Watch as the power of machine learning comes to life, predicting restaurant ratings with jaw-dropping accuracy. Say goodbye to dining disappointments-now you can choose with absolute confidence! ➡️Restaurant Recommendations: Embark on a journey to uncover hidden culinary gems and satisfy your cravings like never before. Our recommendation engine goes above and beyond, tailoring suggestions to your unique palate, ensuring every bite is an unforgettable delight. ➡️Cuisine Classification: Ever wondered about the tantalizing dish before you? Wonder no more! Our Al-driven system showcases its prowess by identifying cuisines from a single snapshot. Prepare to awe your fellow foodies with your newfound knowledge! ➡️Location-based Analysis: Ready to explore dining like a true connoisseur? Our location-based analysis unveils dining hotspots, reveals trending culinary territories, and guides you effortlessly in making location-based choices. Technologies Used: ▪️Decision Tree ▪️Random forest ▪️Linear regression ▪️Logistic regression
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Excited to share my insights on menu building! Crafting a menu isn't just about listing dishes; it's a strategic blend of flavors, aesthetics, and customer preferences. From analyzing trends to sourcing quality ingredients, every detail matters. Let's elevate dining experiences together through thoughtful menu curation. #MenuBuilding #CulinaryCraftsmanship #FoodIndustryInsights
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Did you know that menu planning and development is a crucial aspect of culinary education? It involves a combination of skills and creativity to create balanced and innovative menus. From menu design to recipe development and cost analysis, mastering these elements is essential for effective kitchen management. Take your culinary skills to the next level by understanding the importance of menu planning in creating memorable dining experiences. Start incorporating these principles into your culinary education today! #culinaryschool #culinaryfood #culinaryexperience #culinaryeducation #culinaryskills #culinaryexperiences
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