Call Mitra App - Full Project Plan (Copy Mode) 1. App Details: - App Name: Call Mitra - Languages: Hindi + English - Category: One-to-One Video Call App - Platform: Android 2. Core Features: - One-to-One Live Video Calling - Gender-based Matching - Coins Based Calling System - Wallet Recharge (Razorpay/UPI) - Earning System for Hosts (per minute) - Admin Panel with full control - Firebase Phone/Email Authentication - Call Logs, Coin Logs, Report/Block System - Real-time Chat (optional) - Host Profile with image/video 3. Unique Bonus Features: - Daily Spin to Win Coins - Refer and Earn Program - Host Verification (Manual with ID Upload) - Top 10 Leaderboard (Host & User) - Host Intro Voice or Video Upload - In-app Notifications from Admin - Custom Notification System - Fake User Detection/Flagging 4. Admin Earning Model: - 1 coin = ₹0.10 (configurable) - Recharge ₹100 = 1000 Coins - Host earns 60% of coins used in call - Admin keeps 40% as platform profit - Coin Reports, Earning Logs, Host Payout Logs 5. Firebase Setup: - Firebase Authentication: Phone & Email - Firestore Collections: • users: uid, name, coins, gender, verified • calls: caller, receiver, timestamp, coins used • wallet: coin recharge & usage logs • reports: flagged users • referrals: who referred whom • verification: host ID & selfie - Firebase Storage: for profile/ID images - Firebase Rules: secure read/write access - Firebase Functions (optional): automation 6. Flutter App Folder Structure: lib/ └── screens/ └── home_screen.dart └── call_screen.dart └── wallet_screen.dart └── profile_screen.dart └── models/ └── services/ └── widgets/ └── main.dart assets/ └── images/ └── icons/ firebase/ └── firebase_options.dart apk/ └── callmitra-release.apk 7. Admin Panel Features: - Secure Login - User Management: block/ban - Host Application Review - Coin Stats: buy, spend, payout - Call Usage Analytics - Push Notification Tool - Spin Reward & Refer Control - Host Verification Control 8. Security & Ownership: - Firebase & Play Store on your Gmail - Dev gets temporary access only - No hardcoded passwords - All code and keys owned by you - Firebase Rules protect user data 9. Play Store Checklist: - App Icon (512x512 PNG) - Feature Graphic (1024x500) - 5+ Screenshots (with Hindi/English UI) - Privacy Policy Link - Developer Email: - Signed APK - Short + Long Description (with keywords) 10. Extra Unique Ideas: - Voice Match Preview before call - Mini Puzzle Game for Free Coins - Host Voice Intro - Loyalty Levels (Bronze/Silver/Gold) - Bonus on Birthdays/Festivals - Missed Call Auto Coin Alert - Verified Badge for Hosts/Users 11. Final Delivery Items: - Flutter Source Code (ZIP) - Firebase Setup Guide - APK File (Release Build) - Admin Panel Code/Access - PDF Documentation - Play Store Graphics (Icon, Banner)

Job Description: We are looking for a skilled UI/UX Designer with React Native frontend experience to polish and enhance the design flow of The Unshakeable App. This includes refining screen transitions, fixing layout inconsistencies, improving button interactions, and ensuring an overall sleek and professional look that reflects our brand's bold and modern aesthetic. Key Responsibilities: --Final pass on all app UI elements --Smooth transitions and navigation --Visual consistency across components --Pixel-perfect mobile responsiveness --You’ll work closely with our team to ensure the app feels premium and intuitive before launch. Timeline: Finish: Within 3–5 business days www.unshakeable.app

Whiskey Hub is a premium app designed for whiskey lovers to rate, review, and discover new bottles based on their unique flavor preferences. We’re looking for a skilled machine learning engineer to build and integrate a smart, flavor-based recommendation system into our mobile app (React Native). This system will help users discover new whiskeys they’re likely to love, predict their ratings, and visualize their flavor preferences—all powered by ML models trained on user tasting data and trusted whiskey metadata. What You’ll Build: 1. Personalized Whiskey Recommendations Recommend bottles based on each user’s tasting history, factoring in: Whiskey attributes: flavor profiles, flavor intensity, proof, viscosity, complexity, type, price User’s past ratings Broader user trends 2. Rating Prediction Given any specific whiskey’s flavor profile, predict how a specific user would rate it, even if they haven’t tried it yet. 3. Custom Flavor Profile Matching Users can define a desired flavor profile in two ways: Use sliders for the 8 major flavor categories (Sweet, Fruity, Floral, Spicy, Raw, Earthy, Dark, Light) Add specific desired tasting notes (e.g., “vanilla,” “clove”) Return a ranked list of bottles matching their target profile, with estimated personal ratings. 4. Sensitivity Analysis Provide data outputs that show which flavor categories or whiskey attributes most strongly correlate with high and low ratings for each user. This will inform user-facing visualizations of their flavor palate (handled by a UI designer). 5. Gift Buying Guide A feature that allows users to get personalized whiskey recommendations for someone else (another app user), based on that person’s tasting history and preferences. What We Have: A growing database of whiskeys with metadata: proof, type, brand, price, etc. Initial tasting and rating data from users (limited volume) "Distiller’s notes" from trusted sources to supplement early training A React Native mobile app with an established flavor graph interface A product roadmap focused on user-centric whiskey exploration Tech & Tools We Expect You to Use: Python Scikit-Learn / XGBoost / LightGBM (for tree-based models) Collaborative + Content-Based Filtering techniques SHAP or similar for sensitivity analysis / feature attribution Data preprocessing with Pandas and NumPy Deployment-ready architecture for on-demand predictions via API or serverless function (e.g., FastAPI or Flask) Deliverables Clean, documented ML code in Python with modular structure that's able to be easily implemented into the existing app code. All model inputs/outputs tailored for integration into the Whiskey Hub app Output-ready data to support visualizations (no design work needed) Recommendations and rating predictions that update based on new user data Ideal Candidate: You’ve built recommendation systems or predictive models in production before You know how to work with both content-based and collaborative approaches You can explain ML logic to non-technical team members You’re experienced with early-stage data environments (limited initial data, iterative training, proxy data strategy) Bonus: You love whiskey—or at least understand the flavor space! To Apply please include: A short description of your experience building recommendation or personalization systems 1–2 links to relevant past work (GitHub, portfolio, case study) Your proposed approach to this problem in a few bullet points

We’re building The Unshakeable App, a groundbreaking lifestyle and fashion experience blending personal branding, color science, and style technology into one immersive mobile platform. We’re currently looking for a React Native Frontend Developer with an eye for detail and clean UX to bring our User Profile & Onboarding experience to life. Scope of Work: You’ll be responsible for developing the onboarding flow and user profile setup components in React Native. This includes: Designing and coding visually engaging onboarding screens Implementing gender/identity avatar selection with illustrations Creating a progress bar and animations/transitions between steps Building responsive form inputs and validations for user details Seamless integration with backend user account creation (API-ready) This portion must align with our brand’s tone: inclusive, vibrant, clean, and professional. Think modern fashion meets tech. Timeline: 3–5 days Requirements: --Strong React Native experience (iOS + Android) --Proven track record building onboarding flows --Animation libraries like Lottie or Reanimated (a plus) --Ability to deliver pixel-perfect UI/UX --Good communication and availability for quick updates You’ll be collaborating with the founder directly. If this goes well, there’s potential for more features as we scale. www.unshakeable.app

We are looking to hire a skilled freelance mobile app developer with hands-on experience in building and maintaining applications using React Native. Our existing app is built on the React Native framework and we’re looking for someone who can help with feature development, bug fixing, UI/UX enhancements, and performance optimization. Key Requirements: Minimum 2–3 years of experience in React Native mobile development Strong knowledge of JavaScript/TypeScript, React Hooks, and modern app architecture Experience with integrating REST APIs, Firebase, and third-party SDKs Familiarity with both iOS and Android platforms Ability to handle app store deployments and updates Working knowledge of Redux, Navigation, and common React Native libraries Attention to detail with respect to UI/UX consistency and performance Project Scope: Review and improve the existing codebase Implement new features based on our roadmap Fix bugs and improve overall performance Suggest and implement UI/UX enhancements Support testing and app updates Optional (Nice to Have): Experience in Expo, analytics tools, or push notification integrations Background in fintech or service-based apps Engagement: On site - New Delhi Project-based or hourly engagement (to be discussed) Immediate start preferred If you're a React Native expert looking to work on a fast-moving mobile product, we'd love to hear from you. Please share your portfolio or relevant app links, along with your rates and availability.

I'm seeking an experienced UI/UX designer to improve user experience on my website and app. The goal is to enhance usability and streamline navigation. Requirements: - Redesign the Homepage and Product Pages of the website. - Revamp the landing pages of each module in the app. There are about 70 pages ( 20 Main and balalnce follow up pages )in web site and we need about 25 screens in app Ideal Skills and Experience: - Proven experience in UI/UX design. - Strong portfolio showcasing similar redesign projects. - Expertise in improving user experience. - Proficiency in design tools like Figma, Sketch, or Adobe XD. - Ability to collaborate and incorporate feedback effectively. Please provide a portfolio with your bids.