Contains AI, ML and Full Stack projects with links and also unique ideas without GitHub references. You can pick from here, implement them in your own way, and then add your repository link here later.
So first of all, the reason behind this gist. I thought about something we all have in common as developers, the constant struggle to find project ideas. So for that, I made this gist. It contains all my ideas for some cool, slightly crazy projects.
Important
The goal of this gist is to solve one common developer problem: finding strong, creative and meaningful project ideas. Star it if you find it useful and feel free to add your ideas too. I would love to include more unique and slightly crazy ideas, and if you have a solid project with a repository and clean code, I will happily add that as well.
First I will add unique project ideas. Then I will add projects with GitHub reference links.
These are ideas I came up with myself. You can choose any of these and build them. They are unique, creative and can really stand out. If implemented nicely, you can even use them as placement projects.
- Description: A complete digital ecosystem to manage and gamify your pets' lives.
- Features: Feeding schedule + growth charts + personality traits + gamified leveling + login system
- Description: A platform to send messages to your future self.
- Features: Time locked letters + mood tagging + timeline visualization
- Description: Track your coding and learning journey visually.
- Features: DSA tracker + GitHub activity integration + analytics dashboard
- Description: A story based interactive resume experience.
- Features: Story mode + achievement unlocks + recruiter preview mode
- Description: A journaling platform that adapts visually to your emotions.
- Features: Mood based themes + automatic color switching + emotional trend graphs
- Description: A distraction free DIY website that fetches simple and easy to build ideas from YouTube and allows users to play the URL directly inside the platform.
- Features: Curated beginner DIY bookmarks (DIY book holder + DIY desk organizer + calendar + birthday cards) + highlighted best videos + embedded video player + simple project size suggestion system + minimal no distraction UI
- Description: A website that shows trending memes from different months and years without storing images locally, dynamically loading them from external sources.
- Features: Monthly and yearly meme archive + live dynamic fetching + trending detection system + no image storage on server + real time updates
- Description: A Barbie themed portfolio website where skills are displayed as a dressing table, projects as a closet, and education as pasted pictures.
- Features: Dressing table skill layout + closet styled project section + scrapbook style education section + aesthetic pink theme UI + animated transitions
- Description: Predict personality traits based on writing patterns.
- Tech: NLP + Text Classification
- Features: Paragraph input + personality trait prediction
- Description: Analyze linguistic cues to estimate deception probability.
- Tech: NLP + Feature Engineering
- Features: Pattern detection + probability score output
- Description: Classify psychological themes from dream descriptions.
- Tech: NLP + Classification Models
- Features: Theme tagging + emotional insight summary
- Description: Smart timetable generator with burnout prediction.
- Tech: ML + Optimization Algorithms
- Features: Exam timeline input + schedule generation + stress prediction
- Description: Predict productivity score from daily routine inputs.
- Tech: ML + Data Modeling
- Features: Routine analysis + improvement suggestions + scoring system
- Description: An AI based emotional release platform where users can express trauma through text, image input, or handwriting, interacting with a calm monk or sage style illustration instead of a human.
- Tech: NLP + Computer Vision + Handwriting Analysis + Sentiment Analysis
- Features: Text based emotional input + image upload for emotional context + handwriting analysis + monk style AI interaction interface + emotional tone detection + supportive coping suggestions + safe and private interaction system
- Description: Predict pet behavior and health risks using AI.
- Tech: Full Stack + ML Models
- Features: Behavior prediction + training suggestions + analytics dashboard
- Description: Intelligent journaling with automated reflection insights.
- Tech: NLP + Full Stack
- Features: Entry summarization + emotional trend detection + visualization
- Description: Analyze uploaded code and suggest optimizations.
- Tech: Static Code Analysis + ML
- Features: Complexity detection + performance suggestions
- Description: Suggest career paths based on skills and interests.
- Tech: ML + Recommendation Systems
- Features: Role suggestions + skill gap analysis + roadmap generation
- Description: Detect emotional and psychological patterns in posts.
- Tech: NLP + Sentiment Analysis
- Features: Toxic positivity detection + emotional tone analysis
- Description: A full stack + AI platform that allows users to create virtual family members with customizable appearance and predefined dialogues, designed especially for lonely people or hostelers to experience interactive companionship.
- Tech: Full Stack + NLP + Generative AI + Personalization Models
- Features: Create and customize family member appearance + predefined and dynamic AI dialogues + interactive emotional conversations + trauma dump interaction mode + religion selection option + festival and celebration simulation based on selected religion + memory based conversation continuity
If you feel there are too many projects to choose from, you could try building the Pet Recommender. It’s an idea I’ve had for a long time and it has huge potential. It gives you space to explore creative UI and UX design, experiment with color palettes, and integrate AI or ML features in a meaningful way.
It can become a very strong Full Stack plus AI combination project. In today’s GPT driven era, unique and slightly crazy ideas usually stand out more. That’s why I suggested this one.
If you choose a project that already has a GitHub reference, make sure you add your own unique improvements. Build something clearly different from the original version so it truly reflects your skills and creativity.
Best of luck with your project 😊
- Description: A simple expense management system with visual analytics.
- Tech: MERN / Django + React / Flask
- Features: Add + edit + delete expenses + monthly summary + pie chart visualization
- Link: https://github.com/rahuldkjain/expense-tracker
- Description: A blogging platform with user authentication and admin control.
- Tech: Node.js + Express + MongoDB / Django
- Features: Login and signup + create and edit posts + admin panel
- Link: https://github.com/bezkoder/node-js-mongodb-auth-jwt
- Description: A recruitment platform connecting recruiters and candidates.
- Tech: MERN Stack
- Features: Recruiter dashboard + resume upload + job search and filters
- Link: https://github.com/bradtraversy/proshop-v2
- Description: A live messaging system with real time communication.
- Tech: React + Node + Socket.io
- Features: Private messaging + group chat + user status
- Link: https://github.com/socketio/chat-example
- Description: A scalable e commerce system with payment integration.
- Tech: MERN + Stripe
- Features: Cart + payment gateway + admin analytics + order tracking
- Link: https://github.com/mayankshubham/MERN-Ecommerce
- Description: A collaborative Kanban style project management system.
- Features: Drag and drop boards + teams + deadlines + role based access
- Link: https://github.com/atulmy/crater
- Description: Content based recommendation engine for movies.
- Tech: Python + Pandas + Scikit learn
- Link: https://github.com/nikhilkumarsingh/Movie-Recommender-System
- Description: Classifies emails as spam or not spam.
- Tech: NLP + Naive Bayes
- Link: https://github.com/udacity/machine-learning
- Description: Detect fake vs real news using NLP models.
- Tech: TF IDF + Logistic Regression
- Link: https://github.com/GeorgeMcIntire/fake_real_news_dataset
- Description: Deep learning image classification model.
- Tech: TensorFlow or PyTorch
- Link: https://github.com/keras-team/keras-io
- Description: Time series forecasting using deep learning.
- Tech: LSTM + Time Series
- Link: https://github.com/llSourcell/Stock_Market_Prediction
- Description: Match resumes to job descriptions using similarity scoring.
- Tech: NLP + Cosine Similarity
- Link: https://github.com/srbhr/Resume-Matcher
- Description: Web app that predicts sentiment from text.
- Tech: Flask + React + ML
- Link: https://github.com/llSourcell/sentiment_analysis
- Description: Frontend and backend chat system with AI interaction.
- Link: https://github.com/mckaywrigley/chatbot-ui
- Description: Interactive model training platform with metrics and graphs.
- Tech: Streamlit + ML Models
- Link: https://github.com/madhurimarawat/ML-Model-Datasets-Using-Streamlits
I had the idea of this for a long time as whenever when I am free I keep thinking of project what I can make how I can make plus all this. So finally I decided to have a gist to keep all this thing. The GitHub section is simply there so that if you want to quickly see the code or are in very hurry you can just go fork the project run it and make changes. If you want to keep in touch and discuss with me more detail on implementation or guidance of this ideas : 💼 https://www.linkedin.com/in/madhurima-rawat or 📧 rawatmadhurima4@gmail.com. Honestly it took me lot of time to format and write all this do star if you like , I made this gist public so that more people can benefit from this.
Build something you are proud of.
Note
Consistency > Complexity.
Now go build something crazy good 😊