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Jam në kërkim të një zhvilluesi që të krijojë një aplikacion IPTV profesional me funksionalitete si: - Login me MAC Address / Device Key. - Mbështetje për M3U Playlist dhe Xtream Codes API. - Player i brendshëm (me ExoPlayer ose të ngjashëm). - Kategoritë: Live TV, Filma, Seriale, VOD. - EPG (Electronic Program Guide) për orarin e kanaleve. - Favoritët, Search, Parental Control. - Panel Web (Admin) për menaxhimin e përdoruesve dhe aktivizimin e pajisjeve. - Logo dhe emër të personalizuar. Platformat: - Android (TV, Box, telefon, tabletë). - Opsional: iOS. Kërkesa të veçanta: - Kodi duhet të jetë i pastër dhe aplikacioni i shpejtë. - Mund t...
Jam në kërkim të një zhvilluesi që të krijojë një aplikacion IPTV profesional me funksionalitete si: - Login me MAC Address / Device Key - Mbështetje për M3U Playlist dhe Xtream Codes API - Player i brendshëm (me ExoPlayer ose të ngjashëm) - Kategoritë: Live TV, Filma, Seriale, VOD - EPG (Electronic Program Guide) për orarin e kanaleve - Favoritët, Search, Parental Control - Panel Web (Admin) për menaxhimin e përdoruesve dhe aktivizimin e pajisjeve - Logo dhe emër të personalizuar Platformat: Android (TV, Box, telefon, tabletë). Opsionalisht edhe iOS. Afati kohor: 2 muaj pas fillimit të projektit.
...to work with someone who has ideas of ways we can make the work even better but my main goal is to find someone at this stage who is simply capable of building something what the clients need. 3. I would want to work with someone who has a knowledge of seo and anything else that would enable to give our clients the best chance of their products and services being viewed and therefore used. 4. API integration. 5. An awesome human. I am working hard to move from a single person to an agency set up so to be frank, I need someone who is hardworking, reliable and also that is personable seeing as there would be a fair amount of communication. I’m not a big company so I need someone who gets what I’m trying to achieve and is on a similar wavelength. Lastly, I would ...
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pasi kam shkruar nje kod ne java per "information retrieval" duhet ta pershtas ne GUI.
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For the next four weeks I need a fluent Spanish-English communicator from Latin America to handle outbound lead generation for my mortgage business. You’ll spend roughly 10 hours per week inside my Vonage account, sending a mix of SMS and email that links prospects to a short explainer video I provide. The focus is pure lead generation, not long-term nurturing. Each contact should receive a concise, upbeat, personalised message in Spanish that invites them to watch the video and book a quick call with me in English or Spanish—whichever they prefer. What I supply • Contact list with phone numbers and emails • The video link and call-to-action wording • A simple Google Sheet to log activity and responses What I count on you for • Crafti...
...you: • Integrate cinematic VFX and motion graphics wherever the narrative calls for them, ensuring they blend naturally with the live-action plates. • Deliver a final 4K master and, separately, the editable project files so I can archive or tweak later if needed. • Keep color and sound levels consistent with the existing rough cut (full color-grading is not required, only tweaks where the effects demand it). Acceptance criteria 1. Visual effects feel seamless—no distracting edges, mismatched lighting, or timing lapses. 2. Final runtime stays within ±5 seconds of the current rough cut. 3. All project files are organized and relink without missing media on my end. Premiere Pro and After Effects are my preferred tools, but if y...
...Engineer ( + NestJS + Prisma + PostgreSQL + DevOps) About the Role AGWA OMNIWORLD is building a universal enterprise operating system that spans workforce, identity, commerce, mobility, government, and intelligence. We are hiring a Senior Full‑Stack Systems Engineer who can take our copy‑paste‑ready source code package and turn it into a live, production‑grade OS. Responsibilities Integrate and assemble modular OS code packages Build backend services using NestJS / Express Build frontend interfaces using (App Router + TypeScript) Implement multi‑tenant architecture Connect PostgreSQL + Prisma schemas and migrations Deploy to cloud (AWS / GCP / Vercel) Set up CI/CD, monitoring, logging, and security Optimize performance and scalability Work independently and deliver
...leads (cold, warm, hot) Acquisition process (offer → contract → close) Buyer/disposition tracking Set up automation: SMS, email, voicemail drops Missed call text-back Lead follow-up sequences Integrate lead sources (Facebook Ads, landing pages, forms, call tracking) Set up calendars, appointment booking, and reminders Create dashboards to track KPIs (cost per lead, conversion rate, deals closed) Organize contacts with proper tagging, segmentation, and notes structure Requirements Proven experience with GoHighLevel (GHL) setup and automation Understanding of real estate wholesaling (seller leads, acquisitions, dispositions) Experience with automation tools (Zapier, webhooks, API integrations) Expected Deliverables Fully functional GHL CRM setup Automated l...
You own both sides of the business. Supply and buyers. What you do: Buy and manage aged lead supply daily. Always maintain surplus Source and test multiple lead vendors. Scale winners, cut losers fast Onboard new lead buyers (contractors, home services) and get them live quickly Manage lead delivery via SMS/CRM. No delays, no duplicates, no errors Monitor buyer performance + satisfaction. Fix issues fast and keep them spending Balance lead inventory vs demand so nothing runs out and nothing is wasted Core goal: Leads never run out. Buyers stay active, profitable, and scaling.
Project Overview: I am looking for an experienced Google Ads specialist to fully set up and optimise my Google Ads account for my Shopify store. The goal is to create a high-converting advertising system focused on maximising product sales using Google Shopping / Performance Max campaigns. My store is already connected to Google Merchant Center via the Shopify Google & YouTube app, and products are syncing via Content API. --- Scope of Work: 1. Google Ads Account Setup & Integration - Create and configure Google Ads account (if required) Link Google Ads with: Google Merchant Center Shopify store (via existing integration) Ensure proper conversion tracking is set up (purchases as primary goal) Verify tracking accuracy 2. Campaign Structure Creation (Critical) - C...
...our existing Node.js-powered backend, automatically creating or mapping the relevant categories on the way. Here’s what the parser must pull from each XML record and persist in our database: • Product details (name, description, price) • Stock information • Images and media I’ll supply a sample XML file and access to the repo. Your job is to: 1. Build a clean, reusable Node.js script (or API route) that parses the feed and writes the data. 2. Ensure category data is created or matched so the catalogue stays organised. 3. Trigger any required revalidations so the front end shows new items immediately. 4. Provide clear setup notes so I can rerun the import or schedule it via cron later. No front-end work is required; the product card alre...
...basarse en lo que facilite la API. • Historia clínica accesible al iniciar cada videollamada, ligada al perfil del paciente. • Agenda multi-profesional: al menos 5 psicólogos con calendarios independientes, gestión de citas y notificaciones. • Módulo de cursos asincrónicos con lecciones, evaluaciones y métrica de progreso; posibilidad de enlazar material externo. • Módulo de cursos sincrónicos que permita programar y emitir clases en directo. • Área de membresía para controlar accesos según plan o curso adquirido. • Pasarelas de pago integradas con MercadoPago y PayPal. Entregables esperados: 1. Sitio web funcional y responsive. 2. Backend con panel administra...
I run a rapidly growing auto-parts storefront and I need a seasoned backend developer to tighten up our foundations and prepare us for heavier traffic. Your mission is to rethink our MongoDB schema so queries remain lightning-fast, then expose that data through clean, versioned REST endpoints built with Django and Django REST Framework. The first feature set you will tackle is product listing and searches. I already have a clear response structure in mind; what I need is your expertise to shape efficient aggregation pipelines, create the right indexes, and surface the data through well-documented endpoints. We can revisit extras such as user authentication or order processing later, but the immediate focus is catalogue browsing speed and relevance. You will be expected to: • Design...
...(UK-Based) Regtech & ML Platform Equity Available ABOUT TRUSTVERIFY TrustVerify is the UK's emerging identity verification, fraud intelligence, and AML compliance platform — purpose-built for SMEs, fintechs, and government bodies. Built by Magnificentech Solutions Ltd, TrustVerify operates as an orchestration layer: enabling clients to BUILD, ORCHESTRATE, and INTEGRATE best-in-class identity and compliance tools through a single, developer-friendly API surface. THE ROLE We are seeking a Senior Full Stack Engineer with deep experience in Regtech, financial compliance systems, and applied machine learning. You will own end-to-end delivery of core TrustVerify platform modules — from data ingestion pipelines and ML model integration to polished developer-f...
I already have WordPress, WHMCS and single-s...every fix has to respect that environment. Two shortcodes inside Briefcase also need attention: • Form shortcode – should render and submit without errors, with all captured fields reaching WHMCS. • Appointment/Booking shortcode – should display, accept slots and write the booking to the correct WHMCS client record. I can provide server access a stage site, existing theme and plugin files, plus API credentials for WHMCS. I expect clear documentation of the changes you make and a quick walkthrough on how to keep the integration healthy after deployment. Deliverable: an updated WordPress/WHMCS bridge that keeps user data, domain data and both shortcodes perfectly synchronized in the Briefcase portal, tested and ...
...touching any live data. Scope of work 1. Audit: Map every Zapier step tied to JazzHR and flag breaks, duplicated effort, or missing logic across candidate data transfer, interview scheduling, and communication triggers. 2. Plan: Deliver a concise remediation document outlining fixes, new Zaps, and Twilio SMS touchpoints. I’ll review and approve this before you move forward. 3. Execution & Test: Implement the approved changes, integrate Twilio so that key status changes automatically push SMS updates, then run end-to-end tests to prove data accuracy, task efficiency, and timely notifications right through onboarding. 4. Handover: Provide updated Zapier diagrams and a brief guide so my team can maintain or extend the flow later. Success is a comple...
I'm looking for a skilled professional to help me integrate various hardware with Ableton for music production and arrangement. The hardware includes synthesizers, MIDI controllers, and drum machines. Key Tasks: - Set up a hybrid music production environment with Ableton. - Integrate and configure synthesizers, MIDI controllers, and drum machines. - Assist with MIDI mapping to streamline my workflow. Ideal Skills and Experience: - Proficiency in Ableton Live - Experience with hardware integration - Strong knowledge of MIDI mapping and music production techniques
...sérieux et rapide pour les réaliser dans les meilleurs délais. Ce qu’il reste à faire : • Concevoir et mettre en place la base de données (elle n’est pas encore entièrement modélisée). • Connecter le backend existant à cette nouvelle base. • Intégrer les fonctionnalités manquantes : – Notifications push, – Intégration de réseaux sociaux, – Messagerie intégrée. • Brancher les deux API de paiement mobile déjà sélectionnées. • Appliquer le nouveau design UI/UX récemment finalisé. • Compiler et déployer les versions Android et iOS sur les stores. Je ...
Project Description: We are looking for an experienced developer or team to build a multi-tenant SaaS web application for clinic management, specifically for: Rheumatology Pain management Rehabilitation clinics This is NOT a simple clinic system. It must be built as a commercial SaaS platform that can be sold to multiple clinics. Core Requirements 1. Multi-Tenant SaaS Architecture (MANDATORY) Each clinic must have: Fully isolated environment Separate database (preferred: multi-database architecture) Central platform for: Managing clinics Subscriptions Revenue tracking 2. User Roles Super Admin (platform owner) Clinic Admin Doctor Secretary Patient 3. Core Modules Patient management Appointment scheduling Medical records (including imaging uploads) Clinical documentation (structur...
I'm looking for a skilled developer to create a password-protected ecommerce website. Initially, I prefer using GoDaddy but I'm open to transitioning to Shopify if needed. Key Requirements: - Sell physical products - Integrate payment gateways, inventory management, and shipping services Ideal Skills: - Experience with GoDaddy and Shopify - Proficiency in ecommerce integrations - Strong background in securing ecommerce platforms Please provide examples of similar projects you've completed.
...application built specifically for the finance sector that zeroes in on market-risk exposure. The core of the project is a robust modeling and prediction engine that ingests live market feeds, historical price data, and macro-economic indicators, then quantifies potential losses under different scenarios. Here is what matters most to me: • A well-trained predictive model (Python preferred, open to R or equivalent) that handles equities, fixed income, and derivatives. • Clear, reproducible code and a brief technical memo showing data sources, feature engineering steps, model choice, back-testing results, and performance metrics such as VaR and expected shortfall. • An intuitive interface or API endpoint so my internal analytics team can query the model...
...room for any fresh game concepts you can suggest. All content and promotions will be driven dynamically from Firebase so I can tweak text, images and odds on the fly without forcing an update. To tie everything together, the DSers API should push inventory and tracking events back into Firestore, while Stripe webhooks update order status automatically. Smooth animations, responsive layouts and push notifications for game wins or expiring carts are a must. Deliverables • Production-ready Android APK, iOS build and responsive web app • Firebase project (Firestore, Auth, Cloud Functions, Remote Config) set up and documented • Stripe checkout and webhook integration fully tested • DSers integration for catalogue import and order syncing &bul...
...Here is the workflow I need implemented: • Scrape the OKX page at 1–3-second intervals. • When a brand-new trade appears, broadcast the details in JSON and open an identical position on Binance via API. • When that OKX trade is closed, the bot must issue a JSON sell signal and exit the Binance side. Additional notes – The bot should ignore XML or CSV; JSON is the only signal format I will use. – It will run unattended on a VPS, so include simple environment and cron/startup instructions. – Code clarity matters more than fancy features: focus on reliable scrape detection, clean API calls, and solid error handling. In your proposal, please outline the exact method you would use to detect a new trade versus an already-logg...
# Project Title: Build AI-Powered Communication & CRM System (Voice, SMS, Automation) --- ## Project Overview: I am building a system called **Agent Edge**, which is an AI-driven communication and business automation platform. This is NOT a simple chatbot or CRM project. This system will act as the **front-end communication and decision layer of a business**, handling: * inbound phone calls (voice AI) * SMS conversations * lead routing * automated follow-up * CRM data capture * interaction summaries and task generation The goal is to create a system where **AI handles as much of the communication and workflow as possible**, with human agents only stepping in when necessary. --- ## Core Requirements: The system mus...
I have just incorporated a company in Ireland and now need a local phone presence. The goal is to get an Irish (virtual) number (or an eSIM if thats easier) that is registered to make business and, above all, can reliably receive incoming SMS and receive Voice calls (outgoing not that important but useful if possible) If you have direct experience dealing with carriers and Irish phone numbers, I’m ready to start right away. ## if you read this as a human write ,"I like apples" in the first line, I do not respond to AI spam.
Project Title: AWS Backend Integration for Education Platform (FERPA/COPPA Compliant) Project Description: I am looking for an experienced backend developer to wire my existing web application to Amazon Web Services (AWS). This is not a beginner project — I need someone who understands both technical implementation and the security responsibilities that come with handling student data. Key Requirements: Strong experience building and deploying backend systems on AWS (Lambda, API Gateway, RDS/DynamoDB, S3, etc.) Deep understanding of FERPA and COPPA compliance Ability to design secure architecture for student data (encryption, access control, audit logs, etc.) Experience with authentication systems (OAuth, SSO, or similar — future integration likel...
...and maintainability 6. Deployment to the existing Play Store listing and post-launch support for bug fixes What I’d like to see in your bid: experience enhancing or scaling live Android apps with similar feature depth. A concise outline of how you would approach the upgrade will help me gauge fit, but lengthy formal proposals aren’t required at this stage. I will share the current codebase, API docs and full feature map once we agree on the collaboration....
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...forms. • Build appointment funnels. • Optimize user journey from click to booked call. CRM & Automation Experience with one or more: • HubSpot, Inc. • Salesforce, Inc. • Zoho Corporation • GoHighLevel LLC Must know how to: • Build lead pipelines • Auto-assign leads to closers • Instant notifications to sales team • Lead scoring systems • Missed call follow-up automations • WhatsApp / SMS / email sequences • Re-engagement campaigns Sales Room Optimization • Create systems that improve agent productivity. • Design lead distribution rules. • Build speed-to-lead workflows. • Reduce no-answer rates. • Increase talk time and appointments. • Improve funded account co...
...token signals platform and looking for a strong freelance developer to help us bring it to life The platform is designed as an intelligent agent that generates daily token signals such as when to buy, when to sell, sentiment insights and prediction based outputs. It does not execute trades. It focuses purely on analysis, signal generation and automated posting to Twitter We will be handling all API keys, infrastructure access and billing. Your role is to design and build the system that ties everything together into a scalable and reliable product What you will be working on Building an agent driven pipeline that ingests data from multiple sources including crypto market APIs, Twitter data and other relevant feeds Integrating LLMs for reasoning, signal generation and summariz...
... GAN, or another approach you recommend. A lightweight front end should let users tweak parameters, run new iterations, and download high-resolution results. Deliverables • Web portal (upload, preview, parameter controls) • Backend services for image storage, feature extraction, and prompt conditioning • Trained generative model focused on colour palettes, composition, and typography • API or microservice endpoints so the pipeline can be expanded later • Setup scripts and concise documentation covering installation, retraining, and model upgrade steps I’m open to your preferred stack—Python, TensorFlow, PyTorch, FastAPI, or similar—as long as it’s reproducible in a cloud environment. Let me know which tech you’d...
Freelance OpenSearch/Elasticsearch/Solr Expert Project Overview I am seeking an experienced freelance developer to build custom plugins, contribute OpenSearch commits, perform bug fixes, and optimize search functionality for our Lucene-based search engine projects. This is a short-term to ongoing remote contract (10-20 hours/week initially). Key Requirements 5+ years hands-on experience with OpenSearch, Elasticsearch, or Solr (OpenSearch preferred). Strong proficiency in Java (core language, JVM tuning, build tools like Maven/Gradle). Deep expertise in Apache Lucene (indexing, querying, analyzers, postings, segments). Proven track record building plugins/extensions (e.g., custom analyzers, scorers, or transport layers). Experience with OpenSearch contributions (GitHub ...
...implement a reliable, cost-effective speech-to-text solution optimized for medical conversations. Scope of Work Integrate real-time or near real-time speech-to-text Handle multi-speaker (doctor + patient) conversation separation Optimize for medical terminology accuracy Suggest and implement the best API/service based on: Cost efficiency Accuracy Latency Ensure clean output suitable for AI note generation Optional: Improve pipeline for summarization/clinical structuring Preferred Tech Experience Candidates should have experience with: Speech-to-text APIs (e.g., Whisper, Deepgram, AssemblyAI, Google Speech-to-Text, etc.) Real-time audio streaming / WebRTC Node.js / (project is deployed on Vercel) AI/LLM pipelines (OpenAI or similar) Handling multi-speaker diarizat...
...replication (at least for now). Because the product has evolved quickly, the database schema is still open to discussion. You may find we can map the current GHL objects directly; if not, I’m happy to lean on your guidance to design a clean multi-tenant schema from scratch. Here’s what success looks like: • Supabase project set up with email / password and magic-link auth enabled, roles defined for tenants and their users. • Secure connection from GHL custom JS / API calls to Supabase (using supabase-js, PostgREST, or whichever SDK you prefer) with tokens handled client-side. • CRUD endpoints or RPCs for the key modules in the studio so data flows seamlessly between GHL front-end and Supabase tables. • Clear documentation (env vari...
...component-based HTML, CSS and vanilla JavaScript. No frameworks are mandatory, but lightweight choices (e.g. Tailwind, Alpine) are fine if they keep the codebase tidy and dependency-free. Once the exchange layout is locked, you’ll extend the same design language to the casino lobby, live-casino tables and market views, but the deliverable for this engagement is limited to frontend files only—no API hooks or backend logic. Deliverables • Fully responsive HTML/CSS/JS files for the Sports Betting Exchange, emphasising the back/lay section with a detailed odds and bet-slip presentation • Embedded preview or hosted link demonstrating responsiveness across breakpoints • Well-commented source code so future devs can wire in data feeds without design re...
I need an experienced cold caller with a neutral US accent to con...their email address OR ask if they prefer to receive the preview link by SMS Report results for each contact: reached/not reached, interested/not interested, email or preview sent by text message. You will NOT: Close any deals Discuss pricing Use automation or bulk tools Deliverable: A report for all 17 businesses: status of each call, and contact details for anyone who wants to see the preview. live calls Requirements: US accent Must call from a real US phone number Experience cold calling small local businesses Flat rate for the full project regardless of number of attempts needed Available to call during US business hours To apply, start your message with "detailing17" and include your flat...
... squash the bugs, then profile and tune performance so the UI feels instant and the API stays lean. .NET – An existing internal tool already does the job, but it needs new modules, UI tweaks, and tighter integration with our latest APIs. You’ll build those enhancements without breaking what’s in place. PHP – Our customer-facing site occasionally throws errors and suffers from outdated code patterns. Your task is to track down the issues, refactor where sensible, and leave the site stable and maintainable. Design, API & PG – When a new screen is needed, I’ll supply rough wireframes; you’ll translate them into clean Figma comps. – Any new feature should expose or consume a well-documented REST API. &ndas...
...through Interest → Application → Approval → Payment → Trip → Follow-up → Discipleship. • Create automated notifications at the three critical hand-offs I’ve identified: Interest → Application, Approval → Payment, and Trip → Follow-up. Messages must be customizable and trigger reliably. • Produce custom reports for leadership to monitor funnel health, financial milestones and post-trip engagement. • Integrate Planning Center with our existing tools (email marketing platform, accounting software, and Slack) so data flows without double entry. After the build • Run a live, screen-share training session for my staff so they can own day-to-day management. • Deliver a step-by-step written guide (PDF or Google ...
...from an external source, so the sheet must accommodate both entry styles without breaking formulas or formatting. Here is what I have in mind: • Core layout: a clean, well-structured master sheet with intuitive columns, filters, and basic data-validation rules to keep entries consistent. • Automated import: an Apps Script or built-in connector that can pull new rows from a designated source (API, CSV in Drive, or another sheet—whichever is simplest) on a schedule I can tweak. • Manual entry support: protected formulas, drop-down lists, and conditional formatting so anyone can add rows without harming calculations or the look and feel. • Quick stats: a summary tab that aggregates totals, counts, or any other high-level insights you think make sens...
...real-time slot availability • Simple booking confirmation page and success screen • Local notification reminding the user of the upcoming appointment Design can stay minimal—native Material components are fine—but navigation must feel intuitive and responsive across current Android versions. Code in Kotlin (preferred) or Java, structured for easy future expansion when we decide to add secure logins and payment. Deliverables 1. Compilable Android Studio project with clear package structure 2. Signed release APK for internal testing 3. Brief README covering build steps, key classes, and where to plug in APIs or a mock backend Acceptance criteria • Booking flow completes without crashes on Android 8-14 • Reminder fires at user-...
...sign-up / login flow • Responsive web interface that works smoothly on phone, tablet, and desktop • MCQ test engine with a visible countdown that auto-submits when time expires • Instant results page showing score, correct answers, and basic analytics • Admin dashboard for bulk question upload, test creation, and user management Tech preference: React on the front end and either Node.js or Java on the back end. If you have an alternate stack that meets the requirements and speeds development, let’s discuss; the priority is clean code, clear documentation, and future scalability. I’ve allocated a sensible budget and am happy to structure it across milestones (MVP, admin panel, final polish). The full build should be completed within four...
...LinkedIn profile, Metaview interview notes) and keep them linked to the same candidate record. • Extract and normalise skills & competencies, work experience, plus any stated or implied preferences for the ideal next role. The skills and experience must be pulled from every data source, not just one. • Use the consolidated profile to query company career pages, job boards or an internal vacancy API, rank matches by fit, and output a concise shortlist with an explanation of why each role is a match. • Exclude vacancies from recruitment agencies, executive search and headhunting companies • identify vacancy contact / hiring manager where possible • Automate production of MVP email to the vacancy contact / hiring manager, with anonymised details of...
We are ...Frontend: Tailwind CSS and for highly reactive UI components. Database: High-performance indexing for the existing data (PostgreSQL or MySQL). Subscription Model: Implementation of Team-based subscriptions (Seats/User-based billing) using Laravel Cashier (Stripe). CRM Integrations: OAuth2 flows to export data directly to HubSpot, Salesforce, and Pipedrive. Extension Support: A backend API designed to serve a Chrome Extension (Manifest V3). Key Features to Build: Workspace Management: Ability for "Admins" to buy a subscription and invite "Members" to share a credit pool. Credit System: Logic to deduct credits upon "revealing" or "exporting" a contact. Bulk Export: Robust background jobs (Laravel Horizon/Redis) for exporting l...
...draws from a single feed. The goal now is to turn that proof-of-concept into a reliable, production-ready service that automatically shows users more concerts, music festivals, sports games, and community events in their area. Core requirements • Source data exclusively from event listing websites. Pull from several of them by combining official public APIs with well-behaved scrapers where no API exists. • Refresh the entire catalogue once every 24 hours so new and expired listings are reflected automatically. • Detect each visitor’s location (by GPS or IP fallback) and serve events within a configurable radius. • Give users intuitive filters: by date, by location, and by event type. • Clean, de-duplicated results returned in JSON for my ...