MikeAI Studio
AI-powered all-in-one creative studio — agency-quality output for solopreneurs, without the agency.
Role
Founder / Developer
Key Skills Used
AI integration • PWA architecture • Creative tool design • Full-stack development
The Problem
Solopreneurs and small business owners need professional creative output — product photos, social media ads, logos, PDFs, scanned documents — but they can't afford an agency or a designer on staff. The alternative is a fragmented mess: one app for photo editing, another for background removal, another for PDFs, another for resizing, another for AI image generation. Each tool has its own learning curve, its own subscription fee, and its own file management system. The result is decision fatigue, wasted time, and inconsistent output quality.
The Solution
MikeAI Studio collapses the entire creative toolbox into a single, browser-based PWA. Photo editor, AI portrait retouch, background removal, AI marketing suite (ads, logos, landing pages, avatars, taglines), PDF tools, batch scanning, resize & compress — all in one place, all powered by Google Gemini AI models. No installation required, installs as a native-feeling app on any device, and works entirely in the browser.
Tools Replaced
5–8 separate subscriptions
One unified platform
AI Power
None or add-on cost
Gemini AI built-in throughout
Setup
Download, install, configure
Open browser, start creating
Product Strategy
- All-in-one philosophy: replace the fragmented 5-app creative stack with a single platform
- PWA architecture: installable on desktop and mobile with zero App Store friction
- AI as a core feature layer, not a bolt-on — Gemini AI embedded in the photo editor, marketing tools, and portrait retouch
- On-device ML for background removal: no server round-trip, instant results, full privacy
- Unified file library with folders, tags, search, and Recycle Bin across all tools
- Canvas-based photo editor rivaling desktop apps — layers, curves, clone stamp, selection tools
- AI Marketing Suite as a standalone differentiator: generate ads, logos, landing pages, and avatars from prompts
- Keyboard shortcuts and power-user features alongside "Grandma-Simple" UX for non-technical users
My Role
As founder and developer, I:
- Identified the market gap: solopreneurs need an all-in-one creative studio, not 8 separate tools
- Designed and built the full-featured browser-based photo editor using the Canvas API
- Integrated Google Gemini AI models for natural language editing, object removal, and upscaling
- Built the AI Portrait Retouch system with 12 enhancement modes and identity preservation
- Implemented on-device ML background removal using Transformers.js for instant, private processing
- Developed the complete AI Marketing Suite: ad creator, logo creator, landing page creator, avatar creator, tagline generator
- Architected the PWA with offline support, installable on both desktop and mobile
- Built the unified file management system with folders, tags, recycle bin, and cloud storage
- Integrated PDF tools (merge, split, compress, rotate, images-to-PDF) running entirely in-browser
Product Decisions
Why build everything in one app vs. a focused single tool?
Creative workflows don't respect category boundaries. A user who removes a background also needs to resize, add text, and export — in the same session. Forcing them to switch tools breaks flow. One unified app with a shared file library eliminates every context switch.
Why use on-device ML for background removal?
Server-based background removal adds latency, requires uploads, and raises privacy concerns. Running the ML model directly in the browser is instantaneous, completely private, and works offline. The first-load model download is a one-time cost.
Why PWA instead of a native app?
A PWA installs from the browser with a single tap — no App Store approval, no download barriers, no platform fees. For a creative tool used across desktop and mobile, PWA gives the best reach with the lowest distribution friction.
Why Google Gemini for AI features?
Gemini 3 Pro offers state-of-the-art image generation and editing capabilities, and Gemini Flash provides fast, cost-effective reasoning for marketing copy and taglines. Using a single AI gateway simplifies the architecture and keeps costs predictable.
Screenshots & UI
🎨
Visit MikeAIStudio.Lovable.App to try it live
Additional UI screenshots coming soon.
What I Would Improve Next
Strategic improvements to elevate MikeAI Studio to a full production SaaS:
- User authentication with email/OAuth — personalized file libraries, usage tracking, and team collaboration
- Tiered pricing with AI credits: free tier (10 AI generations/month) → paid tiers with unlimited access and priority processing
- Real-time collaboration for marketing teams reviewing ad creatives and landing page designs
- Template Library & Brand Kit: saved colors, fonts, and logos for brand consistency across all tools
- Direct publishing to social media and cloud storage integrations (Google Drive, Dropbox)
- Web Workers for heavy processing and WebGL-accelerated filter previews for better performance
- WCAG 2.1 AA accessibility compliance and i18n for major languages
- Mobile-native gestures: pinch-to-zoom, swipe, haptic feedback for editing on touch devices
- Custom AI model fine-tuning on high-performing marketing assets for industry-specific quality