Case Study

AI-Driven Workplace Safety and Compliance Solution Safety Insights is a cutting-edge solution designed to address critical workplace safety and compliance issues. Traditional methods of monitoring safety and compliance, such as manual audits, are often time-consuming and prone to errors. Safety Insights leverages artificial intelligence and existing CCTV infrastructure to provide real-time monitoring, alerts, and analytics, ensuring a safer and more compliant workplace. CLIENT Manufacturing Industry SERVICE PROVIDED AI Solution Revolutionizing workplace safety and compliance with AI-powered real-time monitoring and analytics for one of the largest manufacturing industries. Workplace safety Compliance Real-time alerts Analytics Artificial Intelligence AI CCTV cameras The Problems Workplace safety and compliance are essential but challenging to maintain using conventional methods. Key pain points include: Manual Audits: Time-consuming and error-prone. Lack of Real-time Monitoring: Inability to detect issues as they occur. Inefficiencies: Delayed response to safety and compliance violations. Immersive Learning, Empowered Teams Key Requirements Utilize Existing Infrastructure: Leverage current CCTV cameras for monitoring. AI-Powered Monitoring: Employ AI to detect and track workflows, identify correct processes, and flag discrepancies. Multiple Deployment Options: Offer edge, on-premise, and cloud deployment. Dashboard Visualization: Provide a dashboard for real-time data visualization and reporting. Data Privacy: Ensure 100% on-premise processing with no video feed uploaded to the cloud, complying with GDPR. AI Computer Vision Artificial intelligence (AI) trains computers to interpret and understand the visual world. By using digital images from cameras and videos as well as deep learning models, computers can accurately identify and classify objects and then react to what they “see” in a manner defined by their programming. This technology combines machine learning and pattern recognition to mimic the way the human vision system works, but with the ability to process and analyze data at a scale and speed that humans cannot match. Our Solution AI and CCTV Integration Utilize AI to process footage from existing CCTV cameras, detecting and tracking workflow in real-time. Real-time Alerts Provide immediate alerts and analytics to address safety and compliance issues as they arise. Flexible Deployment Offer multiple deployment options (edge, on-premise, and cloud) to suit various business needs. User-friendly Dashboard Develop an intuitive dashboard for visualizing data and generating reports, enhancing decision-making. Revolutionizing Safety with AI Vision Technology Harnessing the power of artificial intelligence, Safety Insights transforms conventional safety protocols into cutting-edge solutions. Its user-friendly dashboard visualizes data for better decision-making while its real-time alerts ensure quick resolution of workplace issues. A reliable tool to enhance safety, compliance, and efficiency. Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Where AI Meets Vision to Redefine Workplace Safety and Compliance With the AI Vision Revolution, every second matters. Elevate safety, empower compliance, and redefine operational excellence like never before. Transform traditional monitoring into intelligent, real-time solutions, and let this cutting-edge technology pave the way to a future of innovation and workplace wellness. Learn more AI Solutions for a Risk-Free Workplace Results Secure, Seamless, Smarter With a detection accuracy of over 90%, Safety Insights has proven to be a reliable and effective tool for improving workplace safety and compliance, ensuring a significant return on investment for businesses. High Detection Accuracy Achieved over 90% accuracy in detecting safety and compliance issues. Improved Safety and Compliance Enhanced real-time monitoring and alerting have led to significant improvements in workplace safety and compliance. Efficient Issue Resolution Real-time alerts enable businesses to quickly identify and resolve issues, minimizing risks and disruptions. Workplace Safety and Compliance Solution. Powered by Nyx Wolves

The infamous COVID-19 was a tough time for the entire world, with social distancing and travel restrictions. This restriction curbed families’ wish to invite loved ones to their celebrations in person. And that gave rise to PaperDateCo, whose motive is to make digital invitations personal. and as customizable as possible to give the guests the same feeling of elation as opening a physical invite. TECH STACK CLIENT Paper Date Co SERVICE PROVIDED Responsive Website Paper Date Co revolutionized digital invitations by creating a customizable web app that combines user-friendly design tools with a variety of templates, enabling users to craft and share personalized animated e-invites effortlessly. . React.JS Ecommerce Design The Problems There are limited e-invitation templates available in the market. Low inflow of newer design ideas for special occasions Absence of personalization choices Difficulty in using and sharing digital invites Key Requirements Nyx Wolves’ objective was to create a web application similar to the leading design template. platforms, to create invites digitally by and for consumers and send them as animations or videos. or design via email. The requirement was also to enable users to customize the invites as per their preference. Our Solution Dynamic Design Hub We built a robust web application that acts as a design tool for both the customers and designers to build and use from a stack of digital invite templates. Collaborative Creativity The web app also facilitates and encourages a community of designers who come together and produce beautiful designs, thereby giving its users variety. Customizable Choices The customers can choose their desired invitation from a pre-uploaded heap of designs and can tailor it to their liking. Seamless Preview & Share This process is further made easier when they use a variety of dashboards and the customizer. layout to preview the animated experience before proceeding to purchase the e-invite. The web The app also lets users share their invites through mail without hassle. Design Your Moments, Share the Joy With PaperDateCo, digital invitations are more than just templates—they’re a personalized experience. From customization tools to a thriving designer community, every invite feels as special as a handwritten card. Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Where Every Tool Inspires Design and Creates Memorable Experiences With the PaperDateCo Revolution, every invitation tells a story. Celebrate creativity, empower personalization, and deliver memorable experiences like never before. Turn limitations into possibilities, and let PaperDateCo set the standard for innovation and meaningful connections. Learn more Inviting Innovation to Your Celebrations Results The currently live web application has over 1000 happy consumers who benefitted from PostDateCo with more than 800 design templates ready to serve. AWS services used Amazon EC2 To host the dashboard and backend services Amazon S3 To store media files Paper Fate Co. Powered by Nyx Wolves

Yoga-based lifestyle application YogaMeet offers on-demand classes for yoga, meditation, Pilates, and dance fitness. With a global network of qualified fitness coaches, the app provides an at-home yogic experience at your fingertips. They advocate for healthy well-being by practicing yoga safely and making progress toward a specific goal in the comfort of any place and time. TECH STACK CLIENT YogaMeet SERVICE PROVIDED Application Design, Application Development YogaMeet is a subscription-based app that provides access to on-demand yoga, meditation, Pilates, and dance fitness classes. Users can connect with global fitness coaches, track progress, and practice a healthy lifestyle anytime, anywhere. AWS Flutter Laravel Firebase Roku PHP The Challenges Unable to access a variety of content and videos Lack of accessibility using multiple devices Low-resolution videos Unimpressive user interface Concern for privacy Key Requirements We had to build a subscription-based app with an excellent interface that allows users to view high-resolution yoga videos and schedule and sign up for upcoming workshops and classes. The app should also have great recommendations and multi-device support. Our Solution Seamless Yoga Access Nyx Wolves built a user-friendly app to access a range of yoga content, videos, live classes, etc. on a single app. The users can simply sign up to create an account to enjoy the content on time. monthly or annual subscriptions. Multi-Device Compatibility The users can access the app’s content from multiple devices, including smartphones, tablets, and smart TVs. The app also includes social sharing features that allow users to share their progress, achievements, or favorite content on social media platforms. HD & 4K Video Experience To enhance the viewing experience in HD and 4K, we leveraged AWS Elemental Media Services for seamless, high-quality video playback without buffering or delays. Modern User Interface We created a user-friendly interface that simplifies navigation, searching, and filtering of content. Using a sleek, contemporary design and complementing icons, buttons, and menus to ensure a smooth experience. Data Privacy Assured We also incorporated SSL encryption, secure user authentication, and access controls to protect user data and prevent unauthorized access to the app. Your Yogic Journey Begins Here Transform your daily routine with YogaMeet. Experience fitness like never before with personalized classes on multiple devices. Join the movement today! Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Unleash Your Inner Calm Where Every Pose is a Path to Wellness With YogaMeet, every tap is more than just a gesture—it’s a step toward your perfect balance. Explore transformative practices and let wellness find its way to you. Learn more Your path to peace is just a click away. Results The app delivers a holistic solution designed to meet user requirements, offering a seamless and pleasant experience. Developed with cutting-edge technologies and hosted on AWS, it guarantees scalability, dependability, and security. Compatibility with various devices, including Roku smart TVs broaden its reach, enabling a larger audience to take advantage of the app’s capabilities and features. Seamless user experience with improved engagement. Increased revenue with multiple subscription models. High user retention due to personalized recommendations. Offline viewing feature improved accessibility. Secure data management with AWS infrastructure. AWS services used Amazon EC3 To host the email services Amazon S3 To store media files YogaMeet. Powered by Nyx Wolves

Heita is a QR code-based smart doorbell system that immediately notifies its users of who’s at their door, regardless of their location. The guests can easily contact them by scanning the QR code with any smartphone, facilitating instant, real-time communication. Heita was conceived as a cost-free alternative to pricey smart doorbells, which are often challenging to set up and depend on a broadband connection. TECH STACK CLIENT Heita SERVICE PROVIDED Application Design, Application Development Heita is a cost-effective, QR code-based smart doorbell app that facilitates instant communication between homeowners and guests through real-time scanning and calling. Flutter Firebase WebRTC QR The Problems Outdated doorbells need installation. There is no way to contact the homeowner if they are out. Smart doorbells can be costly. Data Security concerns. Key Requirements Our goal was to build an app that generates and assigns a distinct QR code to every homeowner. which can be displayed at the entrance. When guests visit, they can simply scan this QR code with their smartphone, which would trigger an automatic call to the homeowner’s phone. This solution ensures homeowners are accessible to their visitors at any moment, wherever they are.. Our Solution QR Code Integration The homeowners register on the app using a phone number, which will generate a unique QR code. code for them. This code can be simply printed and displayed near the entrance for guests. to scan. Real-Time Communication If no one is at home and there is no way of contacting the homeowner, all that the guests have to do is scan the QR code, which will initiate a call to the owner. Affordable and Versatile The registration and placement of the QR are quite simple compared to other smart doorbells, this budget-friendly option comes as a boon. And bonus, the app runs smoothly on both Android and iOS. Enhanced Data Security Designed with a focus on security, the system guarantees end-to-end encryption and the protection of user data and call records. This is achieved by employing robust security protocols. like SSL/TLS, along with Firebase Security Rules, to restrict data access. Optimized Performance Optimized for performance, the app loads without lag and runs seamlessly on all devices. The app also lets its users give feedback to improve the user experience. Your doorbell, powered by a single scan Experience the future of smart home access with Heita. This innovative QR-based doorbell system empowers users with instant notifications, real-time communication, and effortless guest connectivity—without the need for costly setups or broadband. Stay connected, simplify access, and embrace smarter living—wherever you are. Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Scan, notify, & connect Where Every Scan Opens the Door to Smarter Connections. With Heita, every scan is more than just a connection—it’s a step toward seamless communication and smarter living. Discover the future of accessibility and let innovation simplify your life. Learn more Answer your door from anywhere Results The app uses WebRTC, which enables high-speed audio/video communication and data sharing between browsers and mobile applications over peer-to-peer networks with minimal latency. Using Firebase, the system ensures instant data synchronization and effective user authentication through Firebase’s real-time database and authentication. It focuses on security and uses SSL/TLS and Firebase security rules for full data encryption and privacy. This secure framework allows customers to reach homeowners using a separate QR code, leveraging the capabilities of WebRTC and Firebase. 95% user satisfaction rate 50% improvement in accessibility Enhanced security with encrypted communication. Reduced dependency on traditional doorbells. AWS services used Amazon EC2 To host the email services Heita. Powered by Nyx Wolves

HD Medical, a Silicon Valley-based medical equipment manufacturer, is a leader in digital health solutions and AI-enabled detection and management of cardiovascular disease (CVD). Their flagship product – the HD Steth, is a one-of-a-kind digital stethoscope that helps medical Professionals make timely decisions and call the shots at the point of care using statistical data. TECH STACK CLIENT HD Steth SERVICE PROVIDED Application Design, Application Development HD Steth is a groundbreaking digital stethoscope and app that enables real-time cardiovascular diagnostics and seamless patient data management. Cardiovascular Health Point-of-Care Diagnosis Medical Device Connectivity EKG Monitoring Remote Patient Monitoring Healthcare Innovation Patient Care Real-time Data Capture Clinical Decision Support Heart Sound Analysis Medical Technology Digital Healthcare The Challenges Non-digital health records Unable to analyze patient data Old-school method of patient diagnosis Difficulty in visualization Key Requirements We were entrusted with developing an application that will run smoothly on phones, tablets, and iPads. The app would enable the ocumentation and analysis of all the data from the HD Steth and connect via luetooth. All the reports and visualized graphs would be available in the palm of the medical professional in real time with the utmost accuracy. Our Solution Bridging the Digital Divide We build a dynamic application that runs effortlessly on both Android and iOS platforms for HD Steth captures and plots ECG, PCG, and MUR waveforms in real-time. The data is transferred using Bluetooth technology to connect with the BLE device. Empowering Analysis With multiple profile creation capabilities, the app can record EKG readings for different patients and hold them separately. These reports could be exported as PDFs and mailed to the user. Modernizing Diagnostics In addition to producing instantaneous and accurate charts, these graphs can also be customized to include changing colors of waveform, zoom factor, etc. Enhancing Visualization Another fascinating feature is that the app can capture the heart sound and render it as a WAV file for listening later, which also facilitates dynamic multi-point analysis (MPA) of data – a key element to help in prompt and precise diagnosis. Redefining Heart Care, One Beat at a Time. Experience the future of cardiovascular diagnostics with HD Steth. This FDA-approved digital stethoscope and app empower healthcare professionals with real-time data capture, AI-driven insights, and seamless patient monitoring. Diagnose smarter, act faster, and provide unparalleled care—all at the point of need. Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Where Every Beat is a Step to Better Care. With HD Steth, every heartbeat is more than just a sound—it’s a step toward accurate diagnoses and better patient care. Explore the future of healthcare and let technology empower your practice. Learn more Results HD Steth by the Numbers Launched in 2020, the HD Steth application has been approved by the FDA in the USA. 1000+ Doctors have used the HD Steth app, and it continues to help identify heart diseases from a very early stage. Doctors Trained 0 k+ FDA Approved EKGs Captured 0 k+ HD Steth. Powered by Nyx Wolves

Tento is an attractive gaming platform that combines knowledge and pleasure through various quizzes and puzzles. And what’s more is that users can win games to earn real money. As the appeal towards money-making gaming is on the rise, and Tento allows its users to compete against other players in real-time to gain rewards and win a cash prize. TECH STACK CLIENT Tento SERVICE PROVIDED Application Design, Application Development Tento is an engaging gaming platform offering real-time quizzes and puzzles where players can compete and win real money The Struggle of Creating a Thrilling Gaming Experience Ordinary and regular-looking applications Plain and uninspiring games Continual need for customizations for clients. Shortage of resource bandwidth. Key Requirements Tento wanted to give their users a fascinating and captivating gaming experience where the players could compete in real-time. A key requirement was to enable players to play 1v1 games by paying or betting. Our Solution Reinventing Engagement We designed and created a web-based application and a mobile application that were both interesting and on point with the changing theme of the gaming platform. Elevating Competition Using the latest cutting-edge technologies, including, but not limited to, GraphQL and Hasura, We built a powerful and robust real-time gaming platform. Breaking the Monotony By including alluring details like wallets, leaderboards, bot mode, free mode, power-ups, and much more, we bundled a complete gaming experience wrapped up on a single platform. Building for the Future The app was loaded with gripping games, quizzes, and puzzles and worked smoothly without lags to improve user engagement. Win, Play, Earn: Level Up Your Gaming with Tento! Discover the ultimate gaming experience with Tento, where thrilling quizzes and real-time battles meet exciting cash rewards. Compete in 1v1 games, climb leaderboards, and enjoy seamless play with cutting-edge technology. It’s time to play smart and earn big! Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Quiz Your Way to Victory Win fromthe Quiz Results Tento by the Numbers We were able to help Tento successfully draw in users, retain them and build traction. They are currently looking to raise funds for the next level of growth and league. Questions 0 k+ Categories 0 + Users 0 k+ Tento. Powered by Nyx Wolves

Where Talents Meet Businesses They conduct over 600 networking and recruiting events in India and the US across 30 cities to make this happen. In addition to providing recruitment services, they also provide a unique interview-as-a-service where they present the interviewed candidates and their feedback to their clients. TECH STACK CLIENT Hiyamee SERVICE PROVIDED Application Design, Application Development YEAR 2024 HiyaMee is a tech community that strives to bring together the finest tech talents and emerging businesses. AWS Flutter SaaS HR Tech Over 600 Networking and Recruiting Events Across 30 cities in India and the US In addition to providing recruitment services, they also provide a unique interview-as-a-service where they present the interviewed candidates and their feedback to their clients. The Challenges Struggles in pre-screening and pre-interviewing candidates Outdated and laborious methods of data handling A manual and time-consuming process Ineffective assessment and tracking of candidates’ performances Our Solution We created an application tracking system that would oversee the entire recruitment process lifecycle. To go along with the tracking system and reduce the ardent labor, a dashboard was designed and developed for their clients to create, update, and furnish the status of candidates’ profiles on the platform. We also built an AI-based Resume Parser, a microservice deployed on AWS with Lambda. which could interpret the resume and refresh the data without manual interference. In addition, we provided some key features, like interview scheduling, and enabled their clients to obtain reports and the status of the candidates. Design Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Candidate Module Employer Module YouTube for Interviews Results Candidates Placed 0 + Recruiters 0 + User Roles 0 50% reduction in time spent on pre-screening. 30% improvement in candidate evaluation accuracy. Increased recruiter productivity with a streamlined scheduling process. Enhanced scalability and cost-efficiency with AWS-powered infrastructure. Improved collaboration with a centralized video repository accessible by recruiters and panelists. Current Status We are currently working with Briisk as a technology partner and providing them with increased resource support. In the months that we have been working at Briisk, we were able to relieve the InsurTech is facing mounting strain, and we are in the process of expanding by recruiting and managing resources for them. HiyaMee. Powered by Nyx Wolves

React.JS Angular Azure Devops Founded in 2016, briisk is a late-stage InsurTech startup operating from Cape Town, London, Bangalore, Istanbul, Munich and Nairobi. With a team of over 20 focusing on emerging markets today. Briisk is passionate about creating innovative digital insurance and cutting-edge distribution solutions to enable their clients to digitise products at a lower cost and to scale distribution faster. Being experts in financial services, they help their clients automate processes, digitise and innovate products and explore new distribution channels, thereby reducing cost, increasing revenue and delivering more value for their customers. The Problem Lack of clarity on core competencies and KPIs. Prolonged/ extended deadlines. Continual need for customizations for clients. Shortage of resource bandwidth. Our Solutions Nyx stepped in as an extended team and integration partner to offer our services and help. Briisk refines and defines their KPIs and core. We rendered end-to-end support for updating and customizing websites for their clients, which greatly reduced the pressure of constant changes. We took part in SCRUM calls and employed Agile methodologies for faster results and to get back on track with the flow and timelines. By providing a dedicated team of experts we backed up Briisk and worked alongside them to support the development life cycle and various other requirements. Design Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Insuring Dreams, assuring Tomorrows. Current Status We are currently working with Briisk as a technology partner and providing them with increased resource support. In the months that we have been working at Briisk, we were able to relieve the InsurTech is facing mounting strain, and we are in the process of expanding by recruiting and managing resources for them. briisk. Powered by Nyx Wolves

Let’s find your special someone Bozmie is an innovative app-based service designed to connect people in meaningful ways. By leveraging cutting-edge technology, Bozmie helps users discover and build relationships, whether they are seeking new friendships or the perfect companion. This case study delves into Bozmie’s unique approach to fostering connections, the challenges it addresses in today’s digital landscape, and the impact it has on its users’ social experiences. Downloads 0 k+ Active Users 0 k+ Match Rate 0 % TECH STACK CLIENT Bozmie SERVICE PROVIDED Application Design, Application Development YEAR 2024 Bozmie is an app-based service that enables its users to meet new people and help find their perfect companion. Redefining Connections with Smart Features for Finding Your Perfect Match Along with features like reviewing profiles, browsing photo galleries, and making a favorite list, the app offers much more to its users by connecting to an unlimited number of single users to finally find their perfect match. Discover Who Catches Your Eye See the World Through Their Lens Keep Your Top Picks Close The Challenge With Dating Apps Hassle of User Privacy and Security Lack of social sensitivities and unrefined profile matching Restrictive Regulatory Compliance Boring user experience and absence of key elements in the application Another basic and app unable to withstand the market competition Key Requirements We were challenged with the task of designing and developing a smooth and brand-new UI/UX that encompassed all of the dating features into a platform that lets its users view, communicate, chat, and video call each other. OurSolution Enhanced Security Measures The upgraded application was fortified by integrating safety factors such as 2FA, notifications, and other features so that user data and access are secured. GDPR Compliant Being GDPR (General Data Protection Regulation) compliant, it was ensured that PII (Personally Identifiable Information) remained private and secure. Streamlined User Experience The application structure was in such a way that users didn’t have to deal with misleading profiles and unwanted content. But, at the same time, ensuring the users are matched with relevant people according to their preferences Advanced Features Implementation The much-needed and key features like quick gestures, real-time texting, and video calling features with APIs written in the backend were implemented to give the most in-app experience for the users Exceeding Expectations We delivered an app that not only met standards but surpassed expectations and was on par with leading dating sites in the market. With the fusion of basic and advanced features, we created an all-powerful dating app with a touch of passion. Seamless and Secure Experience While the amazing app facilities would give users a seamless and enjoyable experience on Bozmie, the highly secure features would make sure the users had a delightful and worry-free dating life as well. Turning Strangers into Friends, and Friends into Companions Bozmie transforms the way we connect, turning casual introductions into meaningful relationships. Development Process 01 Discover User Research / In-Depth interviews 02 Design Product Hypothesis / User Stories 03 Develop Style Guide / Hi-Fi Wireframe 04 Deliver User Interface / Adaptive Design Where every swipe is a Step to Love With Bozmie, every swipe is more than just a motion—it’s a step toward finding your perfect match. Explore meaningful connections and let love find its way to you. Learn more Bozmie by the Numbers We put in our work, and the numbers speak for themselves – with 10,000+ downloads and 80% likely matching, we have helped Bozmie achieve a Monthly Active Users (MAU) of over 5000. Bozmie. Powered by Nyx Wolves

Responsive Website Mental Health Condition Prediction for Leading Anxiety Awareness Organization AI in Mental Health Behavioral Analysis Social Media Analytics Mental Health Prediction Anxiety Awareness Machine Learning Video Analysis Natural Language Processing Overview A renowned non-profit organization dedicated to anxiety awareness required an advanced solution to predict mental health conditions by analyzing behaviors from videos and social media posts. Traditional methods of mental health assessment are often time-consuming and subjective. This research project aimed to leverage AI and machine learning technologies to provide a more objective, efficient, and scalable approach to mental health condition prediction. Problems 1.Traditional mental health assessments are time-consuming and subjective, leading to potential inconsistencies. 2.There is a need for a scalable solution to analyze large volumes of data from videos and social media posts to predict mental health conditions. 3. The organization required a modern solution to streamline the mental health prediction process and improve early detection and intervention. Key Requirements 1. Development of an AI-driven system to analyze behaviors from videos and social media posts. 2. Implementation of machine learning algorithms to predict mental health conditions based on behavioral data. 3. Integration of natural language processing (NLP) to analyze text from social media posts. 4. Real-time data processing and analysis for timely predictions. 5. Creation of a secure database to store and manage sensitive data. 6. Ensuring the highest level of data security and privacy protection for users’ information. Maintenance and Support: The admin interface provides tools for monitoring performance, updates, and technical support. Responsive Design: The web app and admin interface are compatible across various devices and screen sizes. Our Solutions Behavioral Analysis from Videos: Implemented computer vision techniques using OpenCV to analyze facial expressions, body language, and other behavioral indicators from videos. Social Media Text Analysis: Developed NLP models to analyze text from social media posts, identifying patterns and indicators of mental health conditions. Machine Learning Predictions: Trained machine learning models using TensorFlow to predict mental health conditions based on analyzed behavioral and text data. Real-time Data Processing: Ensured real-time data processing to provide timely predictions and interventions. Data Management and Security: Created a secure database using MongoDB to store and manage sensitive user data, with robust encryption and privacy protection measures. Integration and Scalability: Ensured the system could seamlessly integrate with existing platforms and scale to handle large volumes of data. Design Process This project involved teamwork between UI and UX designers to create an innovative solution. Our business and growth team stayed in constant communication, providing valuable insights throughout the process. Results Improved Efficiency: The AI-driven system reduced the time required for mental health assessments by 50%, allowing for quicker interventions. Enhanced Accuracy: Achieved an 85% accuracy rate in predicting mental health conditions, providing more reliable assessments. Scalability:  The solution scaled to analyze large volumes of data, handling thousands of videos and social media posts daily. Data Security: Implemented advanced data security measures, ensuring the privacy and protection of users’ information. Early Detection and Intervention: The system enabled early detection of mental health conditions, facilitating timely support and intervention. Harnessing AI to Predict Mental Health Conditions from Behaviors & Social Media Current Status The AI-driven mental health condition prediction system is fully operational, providing the Anxiety Awareness Organization with advanced tools to analyze behaviors and predict mental health conditions. The system has significantly improved the efficiency, accuracy, and scalability of mental health assessments, supporting the organization’s mission to raise awareness and provide timely interventions. Tech Stack POWERED BY