

BreakIn is a proof-of-work hiring platform. Developers collaborate in simulated sprints, evaluated by AI and mentors, to build living, verifiable portfolios. Proof-of-Work Hiring System (PoWHS) A zero-resumé, no-job-posting, mentorship-first simulation platform where skill earns opportunity. BreakIn Direct replaces guesswork hiring with verifiable performance. Through simulation sprints, AI review, mentor feedback, and collaborative team builds, we generate living portfolios that hiring managers can trust more than any cover letter. How It Works Developers join team-based simulation sprints AI + mentor feedback powers reputation & growth Hiring engine recommends talent based on work—not words Companies hire directly—without posting a job or screening résumés
21 Sep 2025

Project Title: Multi-Agent HR Automation System Description: Traditional HR processes are often repetitive, inefficient, and lacking in personalization. Our project, the Multi-Agent HR Automation System, addresses these challenges through a collaborative network of intelligent agents designed to streamline and enhance the employee onboarding experience. Built for the RAISE Summit under the Vultr Track, our system uses a modular approach, where each agent specializes in a key HR function. The Info Collector Agent gathers user data via forms or chat interfaces. The Policy Explainer Agent intelligently answers employee queries using company documents, leveraging Retrieval-Augmented Generation (RAG) and vector databases like Chroma or Qdrant. The Task Planner Agent generates personalized onboarding task lists, while the Scheduler Agent handles automated meeting scheduling via the Google Calendar API. Finally, the Feedback Agent collects user insights to improve HR workflows over time. Our system is powered by cutting-edge technologies: Vultr provides reliable cloud infrastructure; Groq delivers ultra-low latency LLM inference for real-time interaction; and LLaMA powers natural language understanding and decision-making. This multi-agent architecture not only boosts efficiency but also enables scalable, data-driven HR management. With potential expansion into areas like performance reviews, employee engagement, and predictive HR analytics, our project lays the groundwork for the future of intelligent, automated HR systems. By combining clean architecture, real-time AI capabilities, and a user-centric design, we deliver a powerful solution tailored for modern enterprises aiming to transform their HR operations.
8 Jul 2025

Our project, DeepSeek Web Assistant, is a powerful AI-driven browser extension designed to make web browsing more interactive and insightful. With this extension, users can: --Summarize web pages instantly using DeepSeek’s AI models. --Ask questions about web content and receive relevant answers. --Use the "Highlight to Ask" feature, allowing them to highlight text and ask questions related to the selected content. --Interact with research papers, articles, and general web pages to extract key insights efficiently. --Seamlessly integrate AI-powered search and summarization into their browsing experience. This tool is particularly useful for students, researchers, and professionals who need quick, precise information while browsing the web.
16 Feb 2025

Welcome to the Space Chatbot Web Application—your interactive gateway to exploring our solar system, expanding your space knowledge, and staying up-to-date with current space news. In this application, users can navigate through a digital replica of the solar system and click on individual planets to learn about their unique characteristics, historical missions, and intriguing facts. At the heart of the platform is an AI assistant designed to answer all your space-related queries. Whether you're curious about astronomical phenomena, recent mission updates, or the latest in space technology, our chatbot is ready to provide clear, informative responses. This feature makes the application an excellent tool for students, educators, and enthusiasts alike. Additionally, the application boasts a dynamic "Picture of the Day" section. This area highlights a captivating image paired with a current news update related to space, ensuring that users are continually informed about the latest developments and discoveries in the field. Beyond exploration and AI-assisted learning, the web application offers interactive educational modules and quizzes. These features are designed to engage users and encourage a deeper understanding of space topics in a fun, accessible way. Experience a seamless blend of exploration, learning, and real-time updates—all from your browser. Whether you're embarking on a journey through the solar system or seeking answers to your burning space questions, our platform is here to fuel your curiosity and bring the wonders of space closer to you.
9 Feb 2025

EduNet Optimizer is an advanced network optimization and monitoring solution tailored for educational institutions. The platform offers a comprehensive dashboard that provides real-time statistics, predictive analytics, and performance insights to ensure smooth and efficient network operations. With features such as traffic monitoring, bandwidth optimization, and proactive issue detection, EduNet Optimizer empowers schools, colleges, and universities to create a reliable digital infrastructure. The system helps IT administrators make data-driven decisions, improve resource allocation, and enhance the overall learning experience by minimizing downtime and optimizing connectivity for students and faculty alike.
26 Jan 2025

DocuSummarize is an innovative AI-powered chatbot designed to simplify document analysis by providing instant summaries of PDF and PowerPoint files. Built using the Llama model, it enables users to interact with the chatbot, asking follow-up questions to dive deeper into the content. This tool is perfect for professionals, students, and researchers who frequently manage large documents. It supports seamless text extraction and summarization from PDFs and PowerPoint slides, providing concise insights in real time. Looking ahead, DocuSummarize plans to expand its capabilities by incorporating image summarization through OCR, making it a more versatile tool for comprehensive content analysis.
20 Oct 2024

WorkUp is a project management tool designed to streamline and automate the process of project setup and management. Using AI-powered algorithms, the tool efficiently distributes tasks to team members based on their expertise, ensuring optimal productivity. WorkUp allows users to upload project descriptions and team expertise in various formats (PDF, DOCX, TXT) or manually input the data. The AI system analyzes this information to assign tasks, generate detailed workflows, and create visual flowcharts for a clearer understanding of the project’s progression. Additionally, WorkUp suggests creative project names and generates a starter code structure to kickstart development. Built on a user-friendly Streamlit interface, the tool allows for seamless interaction and feedback collection, enabling continuous improvement. WorkUp saves time, enhances collaboration, and scales easily to accommodate projects of different sizes and complexities. Future enhancements include advanced customization options, integration with existing project management tools, and mobile support.
13 Oct 2024

The "Optimized Code Generator" is an innovative platform designed to simplify coding tasks and enhance the quality of code generation using advanced AI models. Built on Streamlit, it offers an interactive interface where users can enter coding problems, select their preferred programming languages (like Python, Java, or C++), and choose from various AI models (including o1-preview, o1-mini, Llama_3.2, GPT4o, Gemini, and Mistral). The tool generates optimized code along with detailed line-by-line explanations. Users can analyze the time and space complexity of the generated code through interactive graphs, enabling them to understand performance implications. Furthermore, a comparison mode allows for side-by-side evaluations of outputs from different models, fostering learning and improving coding practices.
11 Oct 2024

Project Name: HireFit - AI-Enhanced CV Optimizer In today’s competitive job market, many candidates are unaware that their CVs are rejected by automated ATS (Applicant Tracking Systems) before they even reach human recruiters. The main reason for these rejections is the lack of alignment between the CV content and the specific job description. To solve this challenge, we developed HireFit, an AI-powered tool designed to automatically analyze your CV and compare it to the job description, identifying missing information and generating an optimized version of the CV for the best possible ATS score. With HireFit, users simply upload their CV and the job description. The tool uses advanced AI models (like Meta-Llama-3.1) to evaluate the CV content and identify gaps based on the job's requirements. It then regenerates the CV, filling in the necessary details and matching it to the job description, creating a professional CV optimized for ATS. In addition to this, HireFit provides interview preparation notes that highlight areas the candidate should focus on based on the changes made to the CV. These notes offer valuable insights into the missing skills or experience the candidate needs to prepare for, helping them be fully ready for their interview. Users can download the updated CV and interview preparation notes in various formats (PDF, DOCX), allowing easy customization and further edits according to their needs. HireFit ensures that candidates no longer face the disappointment of automated rejections and can confidently apply for jobs knowing their CV stands a better chance of being noticed.
16 Sep 2024