Where developers grow together

Matchly: Your AI Career Co-Pilot from Discovery to Offer Letter

Matchly is a Real-Time AI Career Coach and Job Application Agent designed to simplify and automate the entire job search journey. Through live video and voice interaction, users can communicate naturally with an AI career coach that understands their goals, skills, and career aspirations. The agent provides personalized career guidance, reviews resumes, identifies skill gaps, conducts mock interviews, and helps users prepare for job opportunities. Unlike traditional chatbots that only provide suggestions, Apply BotX integrates with external job platforms and automation tools to complete real-world tasks end-to-end. The agent discovers relevant jobs across multiple portals, evaluates job-profile fit using AI, generates ATS-optimized resumes and cover letters, and submits applications automatically after user approval. Key Features:• Real-time video-based AI career coaching• AI-powered resume review and optimization• Personalized job discovery across multiple platforms• Job-profile fit scoring and ranking• AI-generated cover letters and ATS-friendly resumes• Mock interviews with instant feedback• Automated application submission• Real-time application tracking dashboard• Continuous career guidance and recommendations Our mission is to transform job hunting from a time-consuming manual process into an intelligent, personalized, and action-oriented experience that helps students, freshers, and professionals achieve better career outcomes faster.

Google Antigravity BMW Car Snapchat Filter

As a car enthusiast and a passionate content creator, I always enjoy combining my love for automobiles with creative technology. Recently, I created a fun project called the "Google Antigravity BMW Car Snapchat Filter" using Snap Lens Studio. The inspiration for this project came from seeing the unique Google Antigravity branding being used on a BMW Race Car. The concept immediately caught my attention because it blended innovation, technology and automotive culture in a visually exciting way. I wanted to bring that concept to life in an interactive way, so I designed a Snapchat Lens that allows users to experience the Google Antigravity BMW theme directly through Snapchat. The filter features a custom Antigravity cap, stylish visual elements and a BMW Race Car inspired by the Google Antigravity design, creating a fun and engaging experience for car lovers and technology enthusiasts alike. This project also gave me an opportunity to further explore the creative capabilities of Snap Lens Studio, including AR effects, object tracking, branding integration and user engagement design. Building projects like these helps me sharpen my skills while creating something entertaining for the community. If you are a fan of cars, motorsports, BMW or creative AR experiences, I invite you to try out my Google Antigravity BMW Car Snapchat Filter. I hope you enjoy using it as much as I enjoyed creating it!

SNAPMEND

Medium Description: SnapMend is an AI-powered municipal pavement assessment platform designed to help city inspectors and public works departments monitor and maintain road infrastructure more efficiently. Using Google Gemini AI, the system analyzes pavement images uploaded by inspectors to detect road damage, assess severity levels, and generate repair recommendations. The platform features a mobile-first interface for field inspections, repair history tracking through BigQuery, geospatial street analysis, work order management, and automated notifications. Built with Vue.js, FastAPI, and Google Cloud free-tier services, SnapMend offers a scalable and cost-effective solution that eliminates the need for expensive infrastructure or enterprise software. By combining AI-driven insights with cloud-based data management, SnapMend enables municipalities to make faster, data-informed decisions for road maintenance and asset management.    Core Features AI-based pavement condition analysis using Gemini 2.0 Flash. Mobile-first inspection workflow for field inspectors. Repair history management through BigQuery integration. Geospatial street analysis and nearby road lookup. Work order creation and tracking for maintenance teams. Email notifications for supervisors and stakeholders. Cloud-native deployment with FastAPI, Render, and Google Cloud. Zero-cost operation using free-tier cloud services. Technology Stack Frontend: Vue 3, Vite, Vue Router, Axios Backend: FastAPI, Uvicorn, Pydantic Artificial Intelligence: Google Gemini API Database & Analytics: Google BigQuery Storage: Google Cloud Storage Notifications: Resend Email API Hosting: Render (Backend), Vercel (Frontend)