Molly Stevens’ Post

Excited to announce my Data Science Capstone Project at University of Maryland Baltimore County under the guidance of Dr. Chaojie Wang - introducing AirbnbLens: Capturing Your Style! 🚀 🌐 Project Highlights: Developed an Airbnb Recommendation System using computer vision and machine learning. This system analyzes photos from user's history OR user-provided photos AND text input, providing personalized accommodation recommendations, enhancing the Airbnb experience for both travelers and hosts. 🚀 Key Achievements: - Leveraged InsideAirbnb dataset across 8 East Coast cities. - Applied computer vision for image analysis. - Implemented machine learning algorithms for predicting user style preferences. - Deployed text and image-based recommenders for practical use. 📊 Results & Impact: - Improved user experience with personalized recommendations aligned with aesthetic preferences. - Empowered hosts with data-driven insights into their listings' uniqueness. - Contributed to the trend of data-driven travel decision-making. 🔍 Research Insights: - Explored questions like accurate style assessment through computer vision and machine learning driven recommendations. - Investigated features enhancing recommendation accuracy and personalization. 📈 Data Snapshot: - InsideAirbnb dataset covering 8 East Coast cities. - 75 columns, 62330 rows. - Image folder size: 130 GB. 🔗 Project Links: - GitHub Repo: https://lnkd.in/e47iRYKF - Explore the PowerPoint Presentation: https://lnkd.in/epBzWt-N #DataScience #MachineLearning #Airbnb #CapstoneProject #UMBCDataScience

Exciting times at Nimble IO as we proudly announce the successful completion of a transformative project for Merit Hotels Group, demonstrating our unwavering commitment to technological innovation. Tech Marvels Unleashed: * Symfony: Powering a robust backend for seamless data integration. * Angular: Crafting an immersive frontend experience. * Go Nimble Platform: Our proprietary platform, accelerating development and boosting overall efficiency Project Showcase: Merit Hotels Group Step into the future of revenue management! Merit Hotels Group now operates with a cutting-edge system, enhancing revenue tracking and accountability across its hotels. System Highlights: * Real-time Revenue Tracking * Group-wide Accountability Modules * Customised Reporting Tools Results Achieved: * Optimised Revenue Streams * Enhanced Accountability Framework * Data-Driven Decision Making Future-Ready, Revenue-Driven: Nimble IO is honoured to stand alongside Merit Hotels Group, ushering in a new era of revenue tracking excellence and accountability. Connect with Nimble IO: Discover how Nimble IO can boost your revenue tracking capabilities! Contact us today to embark on a journey of digital transformation. #NimbleIO #TechInnovation #Symfony #Angular #GoNimble #DigitalTransformation #MeritHotelsGroup #RevenueTracking

🚀 Meet the Dream Team behind Your Price Booking - the online hotel reservation service that's changing the game! 🌟 Ever wondered who the masterminds are behind the seamless experience of Your Price Booking? Allow me to unveil the brilliant minds of our Developer Team! These aren't just professionals; they are passionate aficionados of their craft! 🔥 In the world of bits and codes, they are the virtuosos orchestrating the symphony of innovation. Each member, a maestro in their own right, has earned their stripes through years of dedicated service and tireless commitment to excellence. 💼💻 What sets this team apart? It's not just about coding; it's about a shared passion for the extraordinary. These tech enthusiasts have transformed into a powerhouse of fanatics, collectively playing in the big league of the tech world. 🌐💪 Every line of code, every algorithm, and every pixel on our platform is a testament to their unwavering dedication. Meet the wizards, the architects, the problem solvers - a team that thrives on challenges and turns obstacles into opportunities. 🚀🌈 Beyond their technical prowess, what truly defines them is their love for what they do. It's not just a job; it's a calling. Your Price Booking isn't just a service; it's a manifestation of their collective passion for creating something extraordinary. So, the next time you wonder about the magic happening behind the scenes at Your Price Booking, remember – it's a team of passionate professionals turning dreams into reality. Here's to the innovators, the dreamers, and the game-changers! 🥂✨ #YourPriceBooking #DreamTeam #TechInnovation #PassionateProfessionals #GameChangers #TechMagic 🚀💼💡

Revolutionize your hotel operations with ApexCore, the universal polymorphic software that can automate any application or task. 1. Front Desk Automation: ApexCore transforms into a virtual receptionist capable of handling check-ins and check-outs, room reservations, payment processing, guest requests, and more - all while maintaining accurate records in real time. 2. Guest Experience Enhancement: With advanced natural language processing capabilities, ApexCore provides personalized recommendations for local attractions based on guests' preferences, generates automatic itineraries, and responds to frequently asked questions about hotel facilities and services. 3. Operational Efficiency: ApexCore integrates with your existing systems to streamline processes like inventory management, staff scheduling, and room cleaning tasks, ensuring smooth operation even during peak seasons. Experience the future of hospitality today with ApexCore! #hotel #ai #automation #efficiency #personalization #operations

Summary: - AI tools can help you plan your summer travel. - Ask Gemini to help you decide where to go, when to go, and what to do. - Use Google Lens or Circle to Search to get information about places you see in photos. - Use Google Maps highlights and Immersive View to explore places before you go.

If you want to know how AI is Revolutionising the Airbnb Experience for Property Owners then in this post we share some of the AI tools and strategies used to optimise operations, personalise guest experiences, maximise revenue, improve security, and gain valuable insights. https://lnkd.in/gB86u89T

In a survey by the Ada Lovelace Institute, more than half of respondents expressed concern about AI and how it'll affect them 🤖 People are wary of new technology in their daily lives, but that shouldn’t deter hotels and resorts from exploring self-service options. We've just got to make sure we don’t lose the human element. Balancing tech and talk hinges on tech takes away the burden on staff to fulfil constant repeat requests, while opening up their role to provide personalised and highly empathetic customer service. It’s about creating room for staff to do what they do best, make a guest’s stay memorable with exceptional customer service. The technology takes away the heavy lifting, meaning staff have the time and energy to focus on service. To find out how to balance your self-service technology with exceptional customer service, check out our blog 👉 https://lnkd.in/dje6zyCg

5 Google AI tools to help plan summer travel

While "some of us" were busy enjoying a summer of soccer with Euro Cup and Copa America, Google, it seems, reiterated their commitment to travel and AI. AI tools can help with travel planning. Using:  1. Gemini to help one decide where to go, when to go, and what to do. 2. Google Lens or Circle to Search for information about places one sees in social media.  3. Google Maps highlights and Immersive View to explore places before the trip. Without a doubt, Google can also help us get a new travel wardrobe too! I am excited about how this helps with travel and what we need to do at our end to ensure that the potential travelers choose our hotels over other options. https://lnkd.in/eyVCbbRs