[ OFFLINE ] Level SuperMind Hackathon

SuperMind Hackathon: House Rules 🏠

Once you're here, you're part of the SuperMind crew, and we’ve got a few simple ground rules to keep the vibes good, the workspace productive, and everyone happy. Let’s roll:

• Keep It Quiet-ish
  Collaboration is cool; blasting your playlist is not. Use headphones if you need tunes to fuel your flow. No yelling, shouting, or chaotic table-slamming (unless you just debugged something impossible—then a quick victory whoop is allowed).
• No Smoke Zones 🚭
  Smoking is a hard no, indoors or out. Keep the air fresh for everyone. Vape? Nope. We’re here to brainstorm, not create clouds.
• Keep It Clean, Folks
  Trash goes in the bins, not under your table. Let’s keep this space looking like we weren’t raised by wolves. Spills? No biggie, but clean it up pronto. Sticky keyboards are a crime.
• Respect the Space
  Borrowed equipment stays intact. Don’t be the one who breaks stuff. Chairs are for sitting, not launching yourself across the room. (We know it’s tempting.)
• Food & Drinks
  Munch away, but no science experiments with leftovers. Throw away your trash. Drinks are fine, but let’s keep liquids far from laptops. Your code deserves better than a coffee bath.
• Keep the Air Fresh
  No strong perfumes, colognes, or mystery odors. We’re here to breathe easy, not choke.
• No Unauthorized Visitors
  This isn’t a hangout spot for your buddies or your cat. Registered participants and mentors only.
• Be Respectful of Sleep Zones
  If there’s a nap area, use it quietly. No loud snoring competitions, okay?
• Follow the Law & Common Sense
  No alcohol or illegal substances. Hack your code, not your brain chemistry. Safety first! Don’t build or bring anything dangerous.
• Keep the Good Vibes
  No arguing, no drama, no bad attitudes. We’re here to build cool things, not egos. Respect your fellow hackers, mentors, and organizers. Kindness is free—spread it.
• Speak Up if Something’s Wrong
  If you feel uncomfortable or notice any issues, please reach out to one of the volunteers. We’re here to make sure this is a safe and positive experience for everyone.

TL;DR:
Be respectful, clean, safe, and considerate. Let’s make this hackathon a space where creativity and collaboration thrive! 🎉

Task 1: Automated Research and Trigger Finder (ART Finder)

Objective: The objective of ART Finder is to streamline the research phase of ad creation by automating data gathering and analysis. This tool will:

• Identify user pain points and triggers from multiple data sources such as Google, YouTube, Reddit, Quora, and app reviews.
• Analyze competitor ads and strategies to uncover high-performing hooks, CTAs, and content formats.
• Generate actionable insights and suggestions to help marketers craft effective, user-centric ads.

Key Features:

• Comprehensive Research Automation:
  Scrapes data from blogs, forums, social media, and app reviews. Analyzes YouTube videos and competitor ads to identify trends, pain points, and effective solutions.
• Actionable Insights Generation:
  Summarizes key triggers and user problems. Suggests best-performing hooks, CTAs, and solutions tailored to the topic and audience.
• Reference Dashboard:
  Provides direct links to scraped YouTube videos and competitor ads for easy validation and inspiration. Visualizes insights with graphs, word clouds, and sentiment analysis.
• User-Centric Interface:
  Simple input fields for topics and brand guidelines. Intuitive dashboard showcasing insights and recommendations at a glance.

Task 2 - Problem Statement: Blog Dashboard with Text and Video Input

Objective:

Develop a blog dashboard that allows users to input text and video content, and enables seamless transcription, translation, and blog publishing in 10 regional Indian languages (Hindi, Marathi, Gujarati, Tamil, Kannada, Telugu, Bengali, Malayalam, Punjabi, Odia).

Key Features:

• Input Options:
  • Text Input: Users can input text directly as well as upload a file (e.g., .txt, .docx).
  • Video Input: Users can upload videos (e.g., .mp4, .mov) for transcription. The transcription will convert speech to text in English and follow the translation workflow.
• Transcription (For Video):
  • Automatically transcribes video content to English text using AI-powered Speech-to-Text models (e.g., Google Speech-to-Text, AWS Transcribe).
  • Displays transcription results for review and editing before proceeding to translation.
• Translation (For Text or Transcribed Content):
  • Translate the English content into 10 regional languages using advanced NLP models like AWS Translate, Google Cloud Translation, or OpenAI.
  • Ensure high accuracy with metrics like BLEU or ROUGE scores.
• Blog Publishing:
  • Outputs translations into a blog format for each language.
  • SEO-optimized content with unique URLs for each language version.
  • Blog drafts can be reviewed and edited before publishing.
• Dynamic Routing & SEO Indexing:
  • Implement dynamic routing to create language-specific URLs (e.g., /blog-title-hindi, /blog-title-tamil).
  • SEO indexing for all translated blogs, including metadata, structured data, and language tags for search engine optimization.
• Server-Side Rendering (SSR):
  • Use SSR to ensure fast page loads, better SEO performance, and accessibility across devices.
• Dashboard Features:
  • User-friendly UI for:
    • Uploading text as well as video.
    • Reviewing and editing transcriptions and translations.
    • Managing published blogs (edit, delete, or update).
    • Display translation accuracy metrics for each language.
    • Blog analytics (views, engagement metrics, etc.).
• Blog Portal:
  • A dedicated section for publishing and browsing blogs.
  • Categories, tags, and filters for easier content discovery.
  • Multilingual support for readers to view blogs in their preferred language.

Success Metrics:

• Accuracy:
  • Achieve ≥ 85% translation accuracy for all languages.
• Processing Time:
  • Transcription and translation completed within ≤ 10 seconds per language.
• Coverage:
  • Support for all 10 regional languages.
• Engagement:
  • Measure blog engagement via analytics like unique visitors, language-based readership, and average session duration.
• Usability:
  • A seamless workflow with intuitive user interface and minimal errors.

Task 3: SoulBuddy - AI-Powered Spiritual Guide

Objective: Develop an AI-driven platform that generates personalized spiritual guidance through astrology and numerology. The system will provide insights, recommendations, and rituals based on user birth details, along with an interactive chatbot for spiritual advice.

Key Features:

• Input: User provides birth details: Name, Date of Birth, Time, Gender, State, and City.
• Core Features:
• Kundali & Horoscope Generation:
  Birth chart (Kundali) covering 12 houses. Insights on career, relationships, personal growth, family, and social connections. Daily and monthly horoscopes.
• AI Recommendations:
  Personalized gemstone suggestions. Pooja (rituals) recommendations with importance and benefits explained. Do’s and Don’ts based on astrological insights.
• Spiritual Content Delivery:
  Meditation and workout suggestions aligned with horoscope insights. Sleep content tailored to user needs.
• Chatbot Interaction:
  Natural language chatbot for spiritual advice. Quick explanations of recommendations and predictions.

Success Matrix:
Evaluation Criteria for Hackathon:

• Functionality:
  Completeness of research automation (platforms covered, accuracy of insights). Quality of generated triggers and recommendations.
• User Interface:
  Ease of use (intuitive input and output design). Visual appeal and clarity of insights.
• Efficiency:
  Speed of data scraping and processing. Quality of NLP-based trigger identification.
• Innovation:
  Unique features beyond requirements (e.g., predictive triggers, dynamic competitor monitoring).
• Presentation:
  Clarity of the solution demo. Alignment with the problem statement.

Winning Criteria:
The winning solution will:

• Fully automate the research process across all platforms.
• Provide highly actionable and accurate insights.
• Have an intuitive and visually appealing user interface.
• Demonstrate innovative features beyond the outlined requirements.
• Perform efficiently during the demo.

Scoring System:
Functionality (40 points): Automation completeness and accuracy.
User Interface (20 points): Simplicity and effectiveness.
Efficiency (20 points): Speed and quality of insights.
Innovation (10 points): Unique and creative features.
Presentation (10 points): Clear and engaging demo.
Total: 100 points

Submission Requirements:

• Project Creation:
  • Create your project and link it to the SuperMind Hackathon level.
• Video Recording:
  • Record a video that describes the following:
    • DataStax Usage: Explain how you used DataStax to store and query data.
    • AI Integration: Describe how you leveraged GPT, Gemini, or any other open-source LLM to generate insights.
• Repository Link:
  • Add a link to your GitHub repository or a Google Drive link containing a ZIP file with your code.
• Video Link:
  • Include the YouTube video link in your submission.
  • Demo videos are mandatory.
  • The video should not be private.
• Description:
  • A well-written description of the project is highly encouraged.
• Public Repository:
  • Ensure that your project repository is public.