
DevScore reimagines how teams evaluate developers by creating a unified reputation layer powered by Qubic. Instead of manually reviewing GitHub profiles, project histories, and scattered community activity, DevScore brings everything together into one trusted profile. Users connect their Qubic wallet, link their GitHub account, and sync contributions. The system fetches repositories, commits, pull requests, issues, skills, tools, and highlights. An LLM analyzes the activity to extract skills, patterns, strengths, and areas of focus. A dynamic DevScore NFT is then minted or updated to reflect reliability, consistency, impact, and overall contribution quality. For team leads, DevScore removes guesswork. They can instantly see how much each developer contributed to a specific project, how their performance compares to others, and how their activity evolves over time. We extended the experience with EasyConnect automation. Activities can trigger Discord notifications, update Google Sheets, and generate lightweight project reports without manual work. This helps managers stay aligned with developer progress in real time. DevScore combines blockchain verification, and seamless automation to offer a more transparent and efficient way to measure developer impact across ecosystems.
7 Dec 2025

Smilo is a next-generation AI life assistant that leverages the Internet of Agents to make everyday living easier, smarter, and more joyful. Built on Solana and Coral Protocol, it allows users to seamlessly interact with personal productivity agents, emotional support agents, and real-world action agentsโcreating a holistic ecosystem for both efficiency and well-being. The platform works by blending task automation, journaling and mindfulness coaching, and microtask execution, all powered by interoperable agents. For example, Smiloโs Emotional Support Agent can detect stress from a userโs journal entry and trigger the Task Agent to reorganize the dayโs priorities. It can even call an Action Agent to order coffee, book a tutoring session, or handle paymentsโexecuted via Solanaโs fast, low-cost microtransactions. A key differentiator is the Agent Marketplace, where developers can publish and rent specialized agents (finance advisor, health buddy, event planner, etc.) and earn through per-use Solana payments. This creates an economy of rentable, interoperable agentsโdemonstrating the true power of the Internet of Agents. Smiloโs mission is simple yet impactful: ease life and spread smiles. By combining AI empathy, real-world execution, and blockchain-enabled payments, Smilo brings joy and peace of mind to users, new monetization opportunities for developers, and showcases Solanaโs leadership in scalable, real-world AI adoption.
21 Sep 2025

Thousands of research papers are published every day, but most never reach the real world because researchers lack the tools to turn theory into business. Our project, AI Research-to-Startup Generator, bridges this gap. Using GPT-5, the app takes any research paper (PDF or text) and converts it into a clear plain-language summary, identifies practical startup use cases, generates a draft pitch deck outline, and proposes monetization strategies. Designed with a simple Gradio-based UI, it enables students, researchers, and innovators to instantly explore the entrepreneurial potential of their ideas. Scalable across industries, this tool has strong appeal for universities, innovation hubs, and investors.
24 Aug 2025

The AI Startup Builder & Pitch Generator is a multi-agent AI system that helps entrepreneurs validate, refine, and pitch their startup ideas. It automates market research, business model generation, and pitch deck creation, streamlining the startup journey with AI-driven insights. Core Features Idea Validation & Market Research Uses News API and Google Trends for real-time insights. Conducts competitor analysis and suggests improvements. Business Model Generation Develops revenue models and profitability estimates. Creates an AI-generated business plan. Pitch Deck Creation & Document Automation Generates investor-ready presentations with python-pptx. Exports structured reports using ReportLab. Provides elevator pitches and executive summaries. Technology Stack Streamlit โ Interactive, multi-tab web application. News API & Google Trends (PyTrends) โ Real-time market validation. LangChain & Community Modules โ AI-powered text processing. OpenAI API โ AI-driven content generation. CrewAI โ Multi-agent collaboration. Impact & Target Audience Automates business planning, saving time and effort. Provides investor-ready, AI-backed insights. Ideal for entrepreneurs, first-time founders, and hackathon participants. Future Enhancements AI-driven legal and compliance assistance. AI-powered branding and marketing support. Investor matching for funding opportunities. AI-generated pitch videos for enhanced presentations. Investor Q&A coaching to prepare founders for discussions. This platform simplifies startup development by turning ideas into validated business opportunities, making AI entrepreneurship more accessible.
16 Feb 2025

OrbitWell Systems is an AI-powered medical diagnostic and reporting agent built using CrewAI. It aims to provide comprehensive and accessible medical reports, encompassing diagnosis, treatment plans, and necessary precautions. OrbitWell leverages cutting-edge AI to analyze patient data, including symptoms, medical history, and test results, to generate detailed reports. These reports are designed to be easily understood by both patients and healthcare professionals, facilitating better communication and informed decision-making. The system prioritizes accuracy and efficiency, streamlining the diagnostic process and potentially reducing wait times. OrbitWell is intended to be a supportive tool for healthcare providers, not a replacement for them. It assists in generating insights, allowing medical professionals to focus on patient interaction and personalized care. Furthermore, OrbitWell emphasizes data privacy and security, adhering to strict regulations to protect sensitive patient information. The goal is to empower individuals to take control of their health by providing clear, concise, and actionable medical information.
9 Feb 2025