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    Casestudy Category: Consumer Products

    True Star – A Seamless Experience for Students and Speakers

    Effortless Enrolment

    Built a seamless session management system for instant sign-ups and real-time access to live and recorded sessions.

    Enhanced Engagement

    Developed smart notification logic, improving attendance rates through automated reminders and personalized alerts.

    Scalable Architecture

    Designed a cloud-based infrastructure that ensures high availability and optimal performance for thousands of users.

    Empowering Student Growth with a Social-First Strategy

    Empowering Student Growth with a Social-First Strategy

    True Star is a digital learning and networking platform designed to bridge the gap between students and industry professionals. Focused on interactive education, the platform enables seamless access to live and on-demand sessions, fostering engagement and knowledge-sharing. By integrating real-time collaboration tools and social connectivity, True Star redefines virtual learning and networking.

    How We Engineered a High-Impact Learning Platform

    Custom Authentication System

    Developed multi-login support with OAuth integration for email, Instagram, TikTok, Apple, and Twitter.

    Dynamic Session Management

    Engineered an enrollment module with automated approvals, attendance tracking, and post-session recordings.

    People
    Interactive User Profiles

    Designed a structured, database-driven profile system with media embedding and customizable social links.

    notification-status
    Real-Time Notification Engine

    Implemented event-driven architecture for push notifications, improving user engagement.

    AI-Powered Onboarding Assistant

    Built an interactive tutorial system that adapts to user behavior for an intuitive learning curve.

    Transforming Student Engagement: Our Technical Contributions

    01

    Scalable Cloud Infrastructure

    High-Performance Hosting

    Built on AWS/GCP for high availability, auto-scaling, and performance optimization.

    Flexible Traffic Management

    Serverless architecture to handle fluctuating traffic demands.

    02

    Secure & Efficient User Management

    Seamless Multi-Account Logins

    OAuth-based authentication for secure and hassle-free access.

    Controlled User Privileges

    Role-based access control (RBAC) to segment student and speaker privileges.

    03

    Advanced Session & Attendance System

    Integrated Video Conferencing

    APIs for Zoom/Teams with real-time session tracking.

    Automated Attendance Reporting

    Auto-generated attendance reports with real-time analytics.

    04

    Real-Time Notifications & Engagement

    Instant Updates & Reminders

    Implemented WebSockets for real-time communication.

    Personalized Alerts

    Event-driven architecture for tailored notifications.

    Key Challenges

    Scalability & Performance
    Scalability & Performance

    The platform required multi-account login options (email, social logins) while maintaining a high level of security for student and speaker data.

    Secure Multi-Login
    Secure Multi-Login

    The platform required multi-account login options (email, social logins) while maintaining a high level of security for student and speaker data.

    Real-Time Engagement
    Real-Time Engagement

    Students needed instant session updates, reminders, and attendance tracking for a seamless experience.

    Impactful Software Development Solutions That Elevated User Experience

    Optimized Performance & Scalability

    Architected the system for speed and resilience, ensuring seamless experience during peak usage.

    Enhanced Security & Compliance

    Implemented encryption, secure API gateways, and compliance standards to protect user data.

    Modular & Future-Proof Design

    Developed a microservices-based architecture to allow seamless feature expansion.

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    DeepSeek R1 vs. OpenAI: Should Your Startup Host Its Own LLM?

    Startups face a critical choice between OpenAI’s API and self-hosting DeepSeek R1. While APIs offer convenience, self-hosting provides control, cost savings, and data security—reshaping AI integration strategies.

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    Game-Changing Ways to Supercharge Property Management Operations

    Technology enhances property management by automating operations, improving efficiency, and optimizing resident and vendor interactions, leading to better retention and cost savings.

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    Pink Notebook

    AI-Powered Travel Planning with a Social Touch

    • TravelTech & Hospitality
    • Web
    2nd Phase

    In Progress

    Smart Social

    Trip Planning

    MERN

    Stack

    StayAttaché

    Transforming Corporate Housing with Scalable Tech & Smart Automation

    • TravelTech & Hospitality
    • Web
    1 phases

    Already Completed

    30%

    Improved Automation

    MERN

    Stack

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    Zummi – AI-Powered Restaurant Discovery in San Diego

    10M+ Data Points Evaluated

    Leveraged an NLP model to analyze user sentiment from millions of reviews

    True Score System

    Restaurants ranked based on real customer sentiment, not just ratings

    Seamless Restaurant Discovery

    Intuitive search, smart filters, and real-time updates

    Transforming Restaurant Discovery with NLP-Powered Sentiment Analysis

    Transforming Restaurant Discovery with NLP-Powered Sentiment Analysis

    Zummi is a cutting-edge restaurant discovery platform that leverages Natural Language Processing (NLP) to analyze millions of user reviews and generate a True Score for each restaurant. Our team built a robust, scalable web application to streamline the restaurant discovery experience for both users and business owners. We developed a platform that ensures authentic restaurant rankings, smart recommendations, and seamless user interaction.

    Key Features & Capabilities

    Advanced Search & Discovery

    AI-Powered Search – Users could search by restaurant name, cuisine, dish, or even dietary preferences.
    Proximity-Based Filtering – Search results could be sorted based on location, True Score, and sentiment trends.
    Interactive Map View – Users could visualize results geographically for better decision-making.

    Happy Emoji
    Personalized Restaurant Insights

    True Score System – Restaurants ranked based on real customer sentiment rather than arbitrary ratings.
    Menu Sentiment Analysis – Popular dishes were highlighted based on positive review trends.
    Restaurant Profile Pages – Detailed pages with hours, location, menu, and trending dishes.

    Restaurant Business Tools

    Restaurant Claim & Management – Owners could claim their business and edit restaurant metadata.
    Customer Sentiment Dashboard – Restaurants received AI-driven insights on user feedback.
    New & Upcoming Restaurant Listings – Users could explore newly opened and soon-to-launch restaurants in their area.

    How We Built a Smart, Data-Driven Restaurant Platform

    01

    Harnessing NLP for Reliable Sentiment Analysis

    True Score Ranking

    Built an NLP model that analyzed millions of user reviews to derive restaurant rankings based on actual sentiment rather than generic ratings.

    Review Clustering

    Grouped reviews into key themes (service, ambiance, food quality) to generate more accurate restaurant insights.

    02

    Optimized Search & Filtering for Intuitive Exploration

    Flexible Search Queries

    Users could find restaurants based on menu items, dietary needs, or specific dishes

    Advanced Filters

    Results could be refined by sentiment-based scores, proximity, and user preferences

    Dynamic Map Integration

    Users could switch between list and map view for a seamless experience

    03

    Empowering Restaurants with Data-Driven Insights

    Restaurant Dashboard

    Provided AI-powered sentiment insights to help restaurants improve their offerings

    Business Profile Management

    Allowed restaurant owners to claim and manage their listings, update menus, and track performance

    Competitive Benchmarking

    Restaurants could analyze their sentiment score versus competitors in their category

    Delivering The Future of AI-Powered Restaurant Discovery

    Trustworthy & Authentic Restaurant Rankings

    Replaced traditional star ratings with AI-powered sentiment analysis, ensuring users receive reliable, data-driven recommendations.

    Smarter & Faster Restaurant Discovery

    Advanced AI search capabilities allowed users to find restaurants based on highly specific queries, from “best gluten-free pasta” to “late-night sushi near me”.

    Empowering Restaurants with Actionable Data

    Restaurants gained deep insights into customer sentiment, allowing them to refine their offerings and improve customer experience.

    Trending Insights

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    Game-Changing Ways to Supercharge Property Management Operations

    Technology enhances property management by automating operations, improving efficiency, and optimizing resident and vendor interactions, leading to better retention and cost savings.

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    caselogo

    Magic Moments

    Transforming Call Management with Intelligent Guidance and Real-Time Insights

    • Media & Technology
    • Telecommunication
    • Web
    1 Phase

    Already Completed

    Real-Time

    Adaptive Call Guidance

    MERN

    Stack

    Pink Notebook

    AI-Powered Travel Planning with a Social Touch

    • TravelTech & Hospitality
    • Web
    2nd Phase

    In Progress

    Smart Social

    Trip Planning

    MERN

    Stack

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    Process Bee

    Revolutionizing Process Management

    • Media & Technology
    • Telecommunication
    • Web
    2 phases

    Already completed

    80%

    Unit test Coverage

    MERN

    Stack

    Magic Moments
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    Process Bee