Curated List
Portfolio Project Ideas
Projects that actually impress in interviews. Intermediate to advanced ideas with clear AI magic moments, real tech stacks, and the kind of demo that makes hiring managers stop scrolling.
13 ideas
13 ideas in the archive
ThumbnailMood - Computer Vision Emotion Analyzer for YouTube Thumbnails
Upload a thumbnail, get instant feedback on emotional impact, contrast, and predicted CTR uplift. Uses vision AI to score human face emotion, composition, and color psychology—then suggests measurable tweaks.
PRContext - Auto-Inject Codebase Context into GitHub PR Diffs (Solves 'Wait, What Does This Function Do?' on Code Review)
When a PR reviewer opens a GitHub diff, PRContext silently injects one-sentence function summaries, related commits, and error patterns for any new function call. No friction, no new UI, just smarter diffs.
CodeOdor - Real-Time AI Code Smell Detection in Cursor IDE
An MCP server that runs in Cursor and flags architectural debt, anti-patterns, and code smells before you commit. Think eslint but for design patterns and architectural decisions, powered by Claude.
PodClipLicense - Automated Licensing and Revenue Split for Podcast Clip Creators (AI Detects Clips, Pays Creators)
Podcast gets clipped on TikTok/YouTube Shorts by creators, PodClipLicense detects it via fingerprinting, verifies licensing, and splits revenue. No manual tracking, no spreadsheets, just money flowing to creators automatically.
EventReplay - Session Replay Debugger for Backend Event Streams
Record, replay, and debug production event sequences from your message queue (Kafka, RabbitMQ, Redis) the way frontend devs use session replay. Point it at your event stream, pick a timestamp, and watch exactly what happened in order with full message payloads.
FormPerfect - AI Workout Form Coach via Phone Camera with Real-Time Corrections
Gym-goers hurt themselves doing squats and deadlifts with poor form. Expensive form coaches ($100/session) are out of reach. FormPerfect uses phone camera to analyze joint angles in real-time, detects form breakdowns, and corrects them mid-rep — like having a personal trainer in your pocket.
SlackBrain - Contextual Memory Layer for Distributed Slack Teams
Slack kills messages older than 90 days unless you pay enterprise. SlackBrain indexes every message, stores semantic embeddings, and surfaces forgotten context in real-time via a simple @mention during conversations — turning Slack into a searchable, context-aware institutional memory.
CallIntelligence - AI Sales Call Analyzer That Emails Transcripts + Coaching Instantly
Browser extension that auto-records sales calls (Zoom, Teams, Google Meet), transcribes them, analyzes for deal stage, objection handling, and competitive mentions in real-time, then emails a 1-page coaching brief 30 seconds after the call ends.
CursorContext - Persistent Memory Layer for Cursor AI Coding Sessions
Cursor forgets your architecture every time you switch files. CursorContext auto-injects a rolling summary of your codebase decisions, patterns, and file relationships into every prompt — no manual context management.
ChurnAlarm - Predictive Churn Detection for Micro-SaaS Products (Early Warning System)
Micro-SaaS founders don't know a customer is about to churn until they've already churned. ChurnAlarm watches 15+ behavioral signals (login frequency drop, feature usage decline, support tickets spike) and alerts founders 7 days before cancellation — turning reactive retention into proactive save-the-customer moves.
ReputationRadar - Real-Time Review Sentiment Alerting for Local Service Businesses
Local plumbers, electricians, and contractors live in fear of bad reviews. By the time they see a 1-star on Google, their phone is ringing with angry clients. ReputationRadar monitors all review platforms in real-time, alerts within 5 minutes of a new review, and suggests a response using the business context — turning damage control into immediate reputation repair.
ClipShield - Automated Copyright Registration and Licensing for Short-Form Video Creators
TikTok, YouTube Shorts, and Instagram Reels creators generate thousands of clips but have zero proof of ownership and can't charge licensors for reuse. ClipShield auto-registers copyrights for original videos, generates unique licenses, and tracks unauthorized reuse — turning every viral clip into a monetizable asset.
TokenWatch - Real-Time Design System Token Drift Detection for Figma
Figma plugin that watches your design tokens (colors, spacing, typography) in real-time and alerts you the instant a designer deviates from the system — auto-generates a pull request to fix the mismatch in your codebase.