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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<meta http-equiv="X-UA-Compatible" content="ie=edge" />
<title>Basil Batov | AI Lifestyle App Project</title>
<meta name="description" content="Case study page of AI Lifestyle App Project" />
<link rel="stylesheet" href="css/style.css" />
<link rel="preconnect" href="https://fonts.googleapis.com" />
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
<link
href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700;900&display=swap"
rel="stylesheet"
/>
</head>
<body>
<header class="header">
<div class="header__content">
<div class="header__logo-container">
<div class="header__logo-img-cont">
<img
src="./assets/png/circular-removebg-preview.png"
alt="Basil Batov Logo Image"
class="header__logo-img"
/>
</div>
<span class="header__logo-sub">Basil Batov</span>
</div>
<div class="header__main">
<ul class="header__links">
<li class="header__link-wrapper">
<a href="./index.html" class="header__link"> Home </a>
</li>
<li class="header__link-wrapper">
<a href="./index.html#about" class="header__link">About </a>
</li>
<li class="header__link-wrapper">
<a href="./index.html#projects" class="header__link">
Projects
</a>
</li>
<li class="header__link-wrapper">
<a href="./index.html#contact" class="header__link"> Contact </a>
</li>
</ul>
<div class="header__main-ham-menu-cont">
<img
src="./assets/svg/ham-menu.svg"
alt="hamburger menu"
class="header__main-ham-menu"
/>
<img
src="./assets/svg/ham-menu-close.svg"
alt="hamburger menu close"
class="header__main-ham-menu-close d-none"
/>
</div>
</div>
</div>
<div class="header__sm-menu">
<div class="header__sm-menu-content">
<ul class="header__sm-menu-links">
<li class="header__sm-menu-link">
<a href="./index.html"> Home </a>
</li>
<li class="header__sm-menu-link">
<a href="./index.html#about"> About </a>
</li>
<li class="header__sm-menu-link">
<a href="./index.html#projects"> Projects </a>
</li>
<li class="header__sm-menu-link">
<a href="./index.html#contact"> Contact </a>
</li>
</ul>
</div>
</div>
</header>
<section class="project-cs-hero">
<div class="project-cs-hero__content">
<h1 class="heading-primary">WayWay | AI Lifestyle Planning App</h1>
<div class="project-cs-hero__info">
<p class="text-primary">
WayWay is an AI lifestyle planning app that helps you plan your day, whether that
be on a gloomy day in your local neighbourhood or a skiing adventure in the Alps.
Powered by AI, WayWay is able to provide you with the best recommendations for
your day, based on your preferences, real time factors such as weather, and
travel options.
</p>
</div>
<div class="project-cs-hero__cta">
<a
href="https://WayWay.app/"
class="btn btn--bg"
target="_blank"
rel="noopener noreferrer"
>Live Demo Link
</a>
</div>
</div>
</section>
<section class="project-details">
<div class="main-container">
<div class="project-details__content">
<div class="project-details__showcase-img-cont">
<img
src="./assets/jpeg/wayway-mockup.jpg"
alt="Project Image"
class="project-details__showcase-img"
/>
</div>
<div class="project-details__content-main">
<div class="project-details__desc">
<h3 class="project-details__content-title">Project Overview</h3>
<p class="project-details__desc-para">
WayWay uses a large MongoDB Atlas Database of places data, connected to the backend
via a Flask API. Queries to the database are made using MongoDB Atlas Vector Search,
using OpenAI vector embeddings to find similar places to the user's preferences.
LangChain and OpenAI are used to extract novel information from the returned places
documents, such as the sentiment of the reviews, and the sentiment of the place's
description. This information is then used to provide the user with a more
personalised experience according to their preferences.
</p>
<p class="project-details__desc-para">
The team is comprised of 4 members, with myself as the lead AI engineer. I am
responsible for the AI and ML aspects of the project, including the development
of the AI models, and the integration of the AI models into the backend. We are
actively developing our concept, learning new skills and networking with potential
investors and partners, and hope to release a demo in the coming months.
</p>
</div>
<div class="project-details__tools-used">
<h3 class="project-details__content-title">Tools Used</h3>
<div class="skills">
<div class="skills__skill">Python</div>
<div class="skills__skill">OpenAI</div>
<div class="skills__skill">LangChain</div>
<div class="skills__skill">Flask</div>
<div class="skills__skill">MongoDB Atlas</div>
<div class="skills__skill">MongoDB Atlas Vector Search</div>
</div>
</div>
<div class="project-details__links">
<h3 class="project-details__content-title">See Live</h3>
<a
href="https://WayWay.app/"
class="btn btn--med btn--theme project-details__links-btn"
target="_blank"
rel="noopener noreferrer"
>Live Demo Link
</a>
<!--
<a
href="#"
class="btn btn--med btn--theme-inv project-details__links-btn"
target="_blank"
rel="noopener noreferrer"
>Code Link</a
>
-->
</div>
</div>
</div>
</div>
</section>
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<h2 class="heading heading-sm main-footer__heading-sm">
<span>Social</span>
</h2>
<div class="main-footer__social-cont">
<a target="_blank" rel="noreferrer" href="https://linkedin.com/in/basilbatov/">
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class="main-footer__icon"
src="./assets/png/linkedin-ico.png"
alt="icon"
/>
</a>
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</div>
</div>
<div class="main-footer__row main-footer__row-2">
<h4 class="heading heading-sm text-lt">Basil Batov</h4>
<p class="main-footer__short-desc">
Passionate about AI, ML, and Computer Vision with a dream to lead at the forefront of AI innovation.
</p>
</div>
</div>
<div class="main-footer__lower">
© Copyright 2025-2030.
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</footer>
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