| Project Name | Link | Stack Used | Database Used |
|---|---|---|---|
| Social Media Agent Using HuggingFace smolagents | Link | smolagents, Next.js(React) | Weaviate |
| Nutritionist Specialist using Llama 3 | Link | Next.js(React), Llama3 | Weaviate |
| Medical Prescriptionist using Llama 3 | Link | MEVN Stack | MongoDB |
| Detecting Most Accurate Calendar | Link | Fastapi Stack, Next.js(React) | Cassandra |
| Neural Network Marketplaces on Solana | Link | Anchor Framework, Next.js(React) | Weaviate |
| Decentralized Deepfake Detection Network on Solana | Link | Anchor Framework, Next.js(React) | Weaviate |
| Quantum Resistant Secure Messaging Platform on Solana | Link | Anchor Framework, Next.js(React) | Weaviate |
| Genomic Data Exchange on Solana | Link | Anchor Framework, Next.js(React), Solana | Weaviate |
| Typing improvement system using DL | Link | MERN Stack, Next.js(React) | MongoDB |
| Species Toxonomy Breakdown | Link | Laravel Stack, Next.js(React), JS Web Libraries | MySQL |
| Analyzing all Pandemics | Link | Django Stack, Next.js(React), Statistics | PostgreSQL |
| OS live analytics using Kivy | Link | Kivy | SQLite |
| Recognizing-humans-based-on-posture | Link | Laravel Stack, Next.js(React), Vision Transformers | MySQL |
| Predictive Maintenance of Industrial Assets | Link | Shiny(R), Statistics | SQLite |
| Movie Emotion Analyzer using Vision Transformers | Link | MEVN Stack, Vision Transformers | MongoDB |
| Ethnicity teller based on features | Link | MEAN Stack, CNN | MongoDB |
| Diverse Crops Analytics | Link | Ruby on Rails, Next.js(React), Kafka | PostgreSQL |
| Analyzing Drugs based on Types | Link | Ruby on Rails, Next.js(React), Kafka | PostgreSQL |
| Unified Cancer Detection System | Link | MERN Stack, Next.js(React), CNN | MongoDB |
| Vehicle shape Modification system | Link | MERN Stack, Next.js(React), GenAI | MongoDB |
| Animal Detection Based on their Postures | Link | MERN Stack, Next.js(React), Yolo | MongoDB |
| Project Name | Link | Tools Used |
|---|---|---|
| Personalized Learning Companion: A RAG system that retrieves and generates personalized learning materials (articles, exercises, summaries) based on a student's learning progress. The system adapts by pulling data from online educational resources (e.g., textbooks, research papers, video tutorials). | Link | Weaviate |
| Legal Case Summarizer and Precedent Finder: A RAG model that assists legal professionals by retrieving similar past cases, laws, and rulings, and then generating concise legal summaries or potential arguments based on the context of a new case. | Link | Qdrant |
| Medical Literature Assistant for Rare Diseases: A system that retrieves relevant research papers, case studies, and treatment options for rare diseases, generating tailored medical summaries for healthcare providers or patients. | Link | Milvius |
| Corporate Knowledge Assistant: A RAG solution for large corporations to retrieve documents from internal wikis, emails, and reports, generating coherent answers to employee queries about company policies, historical decisions, and ongoing projects. | Link | ChromaDB |
| Interactive Fiction Writer: An interactive fiction platform that retrieves data from a vast array of stories, characters, and settings, dynamically generating custom storylines based on user input, preferences, and chosen paths. | Link | Supabase |
| E-Commerce Virtual Stylist: A RAG model that retrieves fashion trends, outfit ideas, and product reviews from e-commerce platforms and fashion blogs, generating personalized styling suggestions and links to relevant products. | Link | Weaviate |
| Scientific Paper Reviewer: A tool that helps researchers by retrieving related works, citations, and statistical data, then generating constructive feedback on new research papers, pointing out strengths, potential improvements, and missing references. | Link | Weaviate |
| Content Repurposing Tool for Marketers: A system that retrieves existing content (blogs, social media posts, podcasts) and generates new formats such as articles, infographics, or email campaigns, enabling efficient content repurposing across different channels. | Link | Weaviate |
| Travel Itinerary Generator: A travel assistant that retrieves information about destinations, local events, weather, and user preferences to generate personalized travel itineraries with accommodations, attractions, and local tips. | Link | Weaviate |
| Financial Portfolio Analyst: A financial RAG tool that retrieves historical market data, news articles, and financial reports, generating custom portfolio analysis and investment recommendations based on the user’s risk profile and goals. | Link | Weaviate |
| Code Documentation and Refactoring Assistant: A system for software engineers that retrieves code snippets, documentation, and best practices from repositories and forums, generating detailed code explanations, refactoring suggestions, and documentation for legacy code. | Link | Weaviate |
| Personalized Podcast Generator: A RAG tool that retrieves topics from various news sources, blog posts, and user preferences, generating a personalized podcast script or audio episodes tailored to individual interests. | Link | Weaviate |
| HR Candidate Screening Assistant: An AI tool for HR departments that retrieves resumes, cover letters, and job descriptions, generating a ranked list of potential candidates along with brief summaries of how well each matches the job requirements. | Link | Weaviate |
| Sustainability Report Generator: A RAG model that retrieves environmental data, corporate ESG reports, and sustainability goals, generating customized sustainability reports for companies that highlight current initiatives, areas of improvement, and benchmarks. | Link | Weaviate |
| Automated Research Proposal Generator: A system that retrieves existing research papers, funding opportunities, and institutional guidelines, generating tailored research proposals for scientists, including literature reviews, methodologies, and budget estimates. | Link | Weaviate |
| Project Name | Link | Tools Used |
|---|---|---|
| AutoPrompt: Adaptive Multimodal Prompt Generator: Automatically generate optimized prompts for models that handle different data types (text, images, audio) to analyze them together (e.g., image-text pairing for news or product descriptions). | Link | LangChain, Hugging Face Transformers, OpenAI Api |
| FeedbackLoop: Self-Improving Prompt Framework: Implement self-improvement prompts, where models critique and improve their outputs over iterations. Ideal for code generation, content refinement, or task-specific optimization. | Link | LangChain, Llama 3, Weights & Biases |
| PersonaGPT: Personalized Conversational Agent Prompts: Create dynamic, personalized prompts that adapt conversations based on user preferences and personality, enabling more personalized and meaningful chatbot interactions. | Link | LangChain, LlamaIndex, GPT-4 API |
| ConvoChain: Context-Aware Conversational Agent: Build a conversational agent where prompts evolve dynamically based on conversation history, making long-term contextual conversations more efficient and human-like. | Link | LangChain, OpenAI API, Weaviate |
| FairPrompt: Bias Detection and Mitigation Prompts: Create a system that detects bias in model outputs and dynamically adjusts prompts to mitigate biased responses in real-time. | Link | Hugging Face Transformers, LangChain, LlamaIndex, AI Fairness 360 (AIF360) |
| LongFormAI: Collaborative Writing with Structured Prompts: Enable co-creation of long-form content (e.g., articles, reports, or books) by guiding LLMs through structured, iterative prompts to maintain consistency, tone, and coherence. | Link | LangChain, LlamaIndex, GPT-4 Api, Notion AI |
| FewShotX: Automated Few-Shot Prompt Generator: Automate the process of generating optimal few-shot learning prompts for specific NLP tasks like summarization or classification, reducing human effort. | Link | LangChain, Llama 3, Cohere AI |
| MedPrompt: Domain-Specific Prompts for Medical NLP: Develop domain-specific prompts for healthcare applications, where medical language precision is critical (e.g., generating accurate radiology or clinical reports). | Link | LangChain, Hugging Face Transformers, ChromaDB |
| ExplainAI: Explainable AI via Prompt Interventions: Design prompts that help LLMs generate explainable outputs, making AI decisions more transparent and understandable for end-users (e.g., explaining a financial risk or a medical diagnosis). | Link | LangChain, LlamaIndex, GPT-4, SHAP (SHapley Additive exPlanations) |
| CausalityGPT: Causal Reasoning with Structured Prompts: Create a prompt system that helps LLMs perform causal reasoning, analyzing cause-effect relationships in data and explaining the outcomes in simple, actionable language. | Link | LangChain, Llama3, DoWhy |
| NLP-Enhanced Search Engine: Build a search engine that uses prompt engineering to enhance query understanding and generate contextually relevant results, including natural language explanations. | Link | LangChain, ElasticSearch, Cohere, Haystack |
| Smart Email Assistant: Develop an AI email assistant that understands and generates responses based on context and previous interactions, utilizing prompt engineering for personalized communication. | Link | LangChain, OpenAI API, Zapier, Weaviate |
| Interactive Storytelling with Dynamic Prompts: Create an interactive storytelling platform where users can influence the narrative flow through prompts, with the AI dynamically adjusting the story based on user choices. | Link | LangChain, OpenAI API, React, WebSockets |
| Code Review Assistant: Develop an AI tool that reviews code submissions and generates feedback using prompts to enhance code quality, suggest improvements, and ensure best practices. | Link | LangChain, OpenAI Codex, Github Actions, Docker |
| Automated Research Paper Generator: Create a system that helps researchers generate drafts of research papers by providing prompts based on specified topics and desired structures. | Link | LangChain, GPT-4 API, LaTeX, zotero |
| Project Name | Link | CV Tools Used |
|---|---|---|
| Unified Sign Language Detection System: A single model trained to recognize all different genre's, dialect and globally recognized sign languages | Link | CNN, YOLO |
| Cultural Gesture Translator: Model that recognizes and translates gestures from various cultures into their meanings. This could be used in intercultural communication, helping people understand the significance of specific gestures in different cultures. | Link | CNN, YOLO |
| Dynamic Art Critique: A system that analyzes artwork in real time and provides feedback or critique based on established art theories. The model could evaluate color usage, composition, and style, helping artists improve their skills. | Link | CNN, YOLO |
| Emotional Storyboarding: A tool that generates storyboards for films or animations by analyzing scripts or narratives. The model would recognize key emotional cues and suggest visual scenes based on facial expressions, colors, and settings. | Link | CNN, YOLO |
| Customized Pet Identification: A model that identifies individual pets based on their unique physical traits (e.g., fur patterns, ear shape). This could assist in pet recovery efforts or help animal shelters track animals more effectively. | Link | CNN, YOLO |
| Interactive Memory Lane: An augmented reality (AR) application that overlays historical images or videos onto current locations when viewed through a smartphone camera, allowing users to experience historical events in their original context. | Link | CNN, YOLO |
| Multimodal Learning Assistant: A system that recognizes physical objects and integrates their information with online resources (like Wikipedia or instructional videos). For example, pointing a camera at a tool could display its uses and related tutorials. | Link | CNN, YOLO |
| Virtual Fashion Consultant: An application that uses CV to analyze a user's wardrobe through images and suggests new outfits based on current fashion trends, body types, and individual style preferences. | Link | CNN, YOLO |
| AI-Based Scavenger Hunt: A game where participants use their smartphones to find and scan objects in the real world, with the AI providing clues based on the identified objects. This could involve learning about the history or significance of each item found. | Link | CNN, YOLO |
| Personalized Nature Guide: An app that recognizes flora and fauna through the camera and provides personalized recommendations for nearby nature trails, parks, or outdoor activities based on user preferences and the identified species. | Link | CNN, YOLO |
| Interactive Storytelling for Children: A CV-powered storytelling app where children can interact with characters or objects on the screen, which respond to their actions and create a personalized narrative experience. | Link | CNN, YOLO |
| Virtual Time Capsule: A CV system that allows users to capture current moments (images, videos) and add them to a virtual time capsule. The system could use facial recognition to identify people and tag memories for future viewing. | Link | CNN, YOLO |
| Custom Recipe Generator: A model that analyzes the ingredients in a user’s kitchen (through images) and generates unique recipes based on those items, encouraging creativity and reducing food waste. | Link | CNN, YOLO |
| Wildlife Migration Tracker: A CV system that analyzes satellite or drone footage to track animal migration patterns over time, providing insights into environmental changes and conservation efforts. | Link | CNN, YOLO |
| Virtual Body Language Coach: An application that analyzes a user’s body language in real time during video calls, providing feedback on posture, gestures, and expressions to improve communication skills. | Link | CNN, YOLO |
| Augmented Reality Cooking Tutor: An AR application that recognizes ingredients and kitchen tools, providing step-by-step cooking instructions and real-time feedback as users cook, enhancing their culinary skills. | Link | CNN, YOLO |
| Mood-Based Playlist Creator: A CV application that analyzes a user’s facial expressions and surroundings through the camera to generate a music playlist that matches their current mood and environment. | Link | CNN, YOLO |
| Personalized Fashion Archive: A model that scans a user's wardrobe and creates a digital archive of their clothing items, suggesting new combinations and tracking how often each piece is worn. | Link | CNN, YOLO |
| Dynamic Learning Environment for Children: An interactive educational app that uses CV to recognize physical objects in a child’s environment and provides relevant educational content or quizzes based on those objects. | Link | CNN, YOLO |
| Fitness Form Analyzer: A system that uses CV to analyze users’ exercise forms in real time, providing personalized feedback and corrections to improve technique and prevent injuries. | Link | CNN, YOLO |
| Cognitive Behavioral Therapy Companion: An app that recognizes emotional cues during user interactions (like stress or anxiety) and provides immediate coping strategies, activities, or reminders to practice mindfulness. | Link | CNN, YOLO |
| AI-Driven Public Speaking Coach: A tool that analyzes users during practice speeches, providing feedback on body language, eye contact, and speech pacing, helping improve their public speaking skills. | Link | CNN, YOLO |
| Social Interaction Enhancer for Neurodivergent Individuals: A system that provides real-time feedback on social interactions by analyzing body language and facial expressions, helping individuals navigate social situations more comfortably. | Link | CNN, YOLO |
| Travel Companion AR: An augmented reality application that recognizes landmarks and historical sites through a smartphone camera, providing interactive historical facts, anecdotes, and cultural insights. | Link | CNN, YOLO |
| Virtual Gardening Assistant: An application that uses CV to recognize plants in users’ gardens, offering care tips, watering schedules, and pest control advice based on the identified species. | Link | CNN, YOLO |
| Customized Comic Strip Generator: A CV-based application that transforms user-uploaded images into comic strips, using facial expressions and body language to generate dialogues and scenarios. | Link | CNN, YOLO |
| AI-Powered Home Inventory Manager: A system that recognizes and catalogues household items through images, providing reminders for expiry dates, suggesting grocery lists, or tracking item usage. | Link | CNN, YOLO |
| Virtual Reality History Explorer: A VR application that uses CV to recognize historical artifacts or locations and provides immersive narratives or guided tours about their significance. | Link | CNN, YOLO |
| Emergency Response Assistant: A CV model that can identify emergency situations (like fires or accidents) through surveillance footage and provide real-time alerts to emergency responders. | Link | CNN, YOLO |
| Intelligent Workout Buddy: An AI-powered workout companion that uses CV to analyze your form during exercises, offering real-time tips and motivation while keeping track of your fitness progress. | Link | CNN, YOLO |
| Interactive Wildlife Documentary Creator: A system that uses CV to analyze video footage from nature and generates a documentary by identifying animals, their behaviors, and providing contextual narration based on real-time data. | Link | CNN, YOLO |
| Cultural Heritage Preservation Tool: A CV application that analyzes images of cultural artifacts or monuments to assess their condition and suggest preservation methods, aiding in cultural heritage conservation. | Link | CNN, YOLO |
| Historical Figure Recognition in Media: A CV tool that recognizes historical figures in films, documentaries, or news segments, providing contextual information and trivia in real time. | Link | CNN, YOLO |