Decoding Data Science
AI Application Challenge Showcase April 2026
Final Submissions Showcase Report
A professional summary of completed participant projects from the DDS AI Application Challenge, including application themes, build paths, live demos, GitHub/readme links, explainer assets, and completion-certificate reference.
Executive summary
Participants built practical AI applications across education, HR, finance, sustainability, healthcare, legal, cybersecurity, travel, marketing, and productivity. The final portfolio shows a strong bias toward working demos and practical deployment.
Application themes
Build paths selected
Deployment platforms
Submitted asset coverage
These are the key assets captured from the final submission sheet.
| Asset type | Coverage | Meaning |
|---|---|---|
| Live demo links | 22/22 | Working demo or deployed application links submitted |
| GitHub / readme links | 22/22 | Code repository, readme, or project documentation links submitted |
| Explainer / deck links | 19/22 | Video, presentation, or walkthrough links submitted |
| LinkedIn final posts | 16/22 | Public LinkedIn final-project posts submitted |
| DDS community posts | 13/22 | Private/community final-project post links submitted |
All final submissions
Use the filters to browse the participant portfolio by application theme, build path, deployment platform, or keyword. The numbering below is for reference only and follows the spreadsheet/showcase order.
22 of 22 submissions shown
CarbonIQ
Built by Thehan
CarbonIQ – A carbon emissions calculator that tracks your carbon emissions and tells you exactly how to reduce it
Legal Contract Review Platform
Built by Brijesh Chedayan
Legal contract review platform for reviewing agreements and extracting useful contract insights.
FIMEEN
Built by Alfiya Tamboli
Self-verifying RAG system that fact-checks financial media/news and explains evidence.
BrandForge AI
Built by Kavya Mehta
BrandForge AI – An AI-powered marketing platform that turns simple inputs into complete execution-ready campaign strategies with content analytics and creative storyboards. It helps businesses and creators build professional data-driven marketing campaigns in seconds.
MitreBot
Built by Valli Palani
MITRE-focused chatbot/assistant for cyber knowledge and threat framework support.
ProcastiNot
Built by Shazia Ebrahim
ProcastiNot โ Your AI Daily Planner ProcastiNot is an AI-powered daily planner designed to help students and young professionals stop procrastinating and start doing. It takes your daily tasks builds a smart personalized timetable and even detects when you keep postponing the same task – nudging you to finally get it done.
GulfGrant AI
Built by Ashish Seru
GulfGrant AI – is a web based AI assistant for Gulf Region NGOs that generates professional culturally aware written content in both Arabic and English.
Spotlight AI
Built by Irfana Parvin
Spotlight AI is an intelligent adaptive quiz system designed to personalize student learning paths by utilizing a Q-learning Reinforcement Learning model. The application dynamically adjusts assessment difficulty in real-time by monitoring student performance and engagement levels to optimize educational outcomes.
ConvoBuddy AI
Built by Fatima Alhamadi
An ai agent that teach you a new language. the ai tutor that help you with conversational in any language for day to day use.
ProdiagAI
Built by Nipun Kavinda
AI-Based Predictive Maintenance Assistant for Industrial Machinery – This project aims to develop an AI-powered application for monitoring and predicting the health of machinery used in manufacturing environments. The system focuses on rotating equipment such as motors pumps compressors and conveyor systems which are widely used across different industries. By analyzing key parameters such as vibration levels temperature and operating hours the application can detect abnormal conditions and predict potential machine failures. In addition an AI-based assistant provides maintenance recommendations and troubleshooting guidance to support engineers in decision-making. This solution helps reduce unexpected downtime improve operational efficiency and enhance machine reliability in industrial production environments.
OctoPi
Built by Emlin Bino
OctoPi is a free unlimited AI-driven platform that streamlines studying by instantly generating summaries flashcards and quizzes from uploaded PDFs or notes. Guided by a supportive octopus mascot the tool provides personalized step-by-step explanations tailored to any student's learning speed.
ThinkTutor AI
Built by Aleena Anil Cherian
ThinkTutor AI: An adaptive AI tutor that personalizes explanations in real time based on how you respond and not just what you ask. Built to make learning feel less like a search engine and more like a real tutor.
MedGuard
Built by worod
MedGuard: AI-Powered Emergency Hospital Decision Agent An AI agent that helps ambulance teams choose the most suitable hospital based on patient condition and urgency.
LibBee
Built by Nikesh Narayanan
LibBee – an intelligent library concierge that leverages Retrieval-Augmented Generation (RAG) and live API synthesis to streamline the research journey. From generating optimized Boolean queries for Primo to routing high-level inquiries to subject experts it creates a seamless AI-enhanced interface for institutional knowledge.
NourishNet
Built by mathushawlika
NourishNet is an AI-powered web platform that helps UAE restaurants redistribute surplus food to the right communities โ elderly homes refugee centers and low-income families โ instead of letting it go to waste. Restaurants log their leftover food in under 30 seconds and the AI instantly matches it to the most suitable recipient based on quantity food type and expiry time.
StudentLedger AI
Built by Shumaim Imran
StudentLedger AIAn AI-powered financial assistant designed to help university students especially those living abroad manage their expenses plan budgets and make smarter financial decisions. It provides personalized insights and recommendations to reduce financial stress and improve money management skills.
PitchPerfect
Built by Bhadmasree Anantharaman
PitchPerfect : An AI-powered startup pitch deck analyzer that scores your deck across 8 investment dimensions gives slide-by-slide feedback and simulates tough investor questions so you walk into your pitch fully prepared.
HireSense
Built by Sumaya Fathima
HireSenseAn AI-powered interview training platform that simulates real interviews and analyzes your answers speech and expressions to give actionable feedback. It helps users improve both communication skills and confidence through data-driven insights.
Recruitation.AI
Built by Adam Ahmed
Recruitation.AI replaces first-round screening interviews with a multilingual AI voice agent so recruiters focus on the shortlist instead of 500 unread CVs. After someone gets hired the Employee Knowledge OS onboards them from a role handbook and learns from their daily logbook โ so every placement at a company makes the next one faster.
Dox
Built by Azzam Alnatsheh
Name: Dox the Data Professional's Guide Bio: A professional data chatbot that aims in reminding and helping data experts in certain concepts in a simplified way while also having access to download DataCamp's public cheatsheets on many data-related topics.
Volare
Built by Tanishka Samenthem Murthy
Volareโ an AI tool that helps users purchase the cheapest ticket to their desired destination or help find flights within their budget.
NutriLens AI
Built by Archit Mehrotra
NutriLens AI is a personal AI assistant for macro tracking, meal planning, and nutrition coaching. It uses an AI-powered snapshot workflow to help users estimate macros and receive meal-planning guidance.
Great set of Product, I am very proud to be a part of it too
Great enthusiasm and final AI Applications submitted by all participants, let’s keep learning and making our lives easier with powerful yet effective AI solutions! ๐ช
Great site! I really like the filtration system and the design!
Grateful to have been part of this challenge, it’s a great space to learn, ship and grow together.
It’s such a great idea and I’m really more than happy to see my app HireSense AI here
A great challenge overall , had lots of fun doing this , learned a lot and was able to be creative and solve issues in real time , grateful for the opportunity and the platform this challenge provides to showcase your work and creativity
Great to see our projects showcased!..amazing experience
Great idea I really like the design
Superb platform for projects showcased… Grt๐๐
Grateful to have been part of this challenge, itโs a great space to learn, ship and grow together but the only thing that this AI Challenge Checkpoints are too long to complete and the work for each checkpoint is long can you please make it shorter and also reduce the checkpoint work so that people can complete it faster instead of taking time and please don’t keep these challenges during weekdays as it is difficult for me to attend these challenges as I am very busy attending college courses please take action towards this?