AI-Mini-Projects

<div align="center"> # 🧠 AI Mini Practice Projects ### Hands-on · Concept-Driven · Skill-Building **Practice core AI/ML concepts, sharpen problem-solving, and build real-world implementation skills** **using modern tools, frameworks, and models.**           </div> --- ## 📋 Table of Contents - [🤖 Machine Learning Projects](#-machine-learning-projects) - [🧠 Deep Learning Projects](#-deep-learning-projects) - [💻 Generative AI Projects](#-generative-ai-projects) - [🔎 Retrieval-Augmented Generation Projects](#-retrieval-augmented-generation-projects) - [🔌 Model Context Protocol (MCP) Projects](#-model-context-protocol-mcp-projects) - [🏷️ Level Criteria](#️-level-criteria) - [🛠️ Tech Stack](#️-tech-stack) --- ## 🏷️ Level Criteria | Badge | Level | Description | |:---:|:---|:---| | 🟢 | **Easy** | Core concept implementation, minimal setup | | 🟡 | **Intermediate** | Multi-component pipelines, integrations | | 🔴 | **Advanced** | Production patterns, complex architectures | --- ## 🤖 Machine Learning Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | **Algerian Forest Fires Prediction** | 🟢 | [](https://github.com/mdzaheerjk/Algerian_Forest_Fires_Prediction.git) | [](https://algerian--forest--fires--prediction.streamlit.app/) | | 02 | **Predicting Student Academic Performance using ML** | 🟡 | [](https://github.com/mdzaheerjk/Predicting-Student-Academic-Performance-using-ML.git) | [](https://predicting-student-academic-performance.onrender.com/)| |03 | Mental Health Score | 🟢| [](https://github.com/mdzaheerjk/Mental-Health-Score.git) |[](https://mental-health-score-qquv.onrender.com/) | |04 | NYC Airbnb Room Type Predictor | 🟢|[](https://github.com/mdzaheerjk/NYC-Airbnb-Room-Type-Predictor)|[](https://nyc-airbnb-room-type-predictor-tfg8.onrender.com/)| --- ## 🧠 Deep Learning Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | **Customer Churn Using ANN** | 🟢 | [](https://github.com/mdzaheerjk/Customer-Churn-Using-ANN.git) | [](https://customer-churn-using-ann.streamlit.app/) | | 02 | **IMDB Movie Review Sentiment Analysis** | 🟡 | [](https://github.com/mdzaheerjk/IMDB-Movie-Review-Sentiment-Analysis.git) | [](https://imdb-movie-review-sentiment--analysis.streamlit.app/) | | 03 | **Predicting Next Word Using LSTM and GRU RNN** | 🟢 | [](https://github.com/mdzaheerjk/Predicting-Next-Word-Using-LSTM-and-GRU-RNN)| [](https://predicting-next-word-using-lstm-and-gru-rnn.streamlit.app/) | | 04| Emotion Prediction | 🟡 |[](https://github.com/mdzaheerjk/Emotion-Prediction.git) | | --- ## 💻 Generative AI Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | End-to-End Q&A Chatbot Gen AI App | 🟢 | [](https://github.com/mdzaheerjk/End-To-End-Q-A-Chatbot-GEN-AI-App.git) | — | | 02 | RAG Document Q&A with GROQ API & LLaMA 3 | 🟢 | [](https://github.com/mdzaheerjk/RAG-Document-Q-A-With-GROQ-API-With-LLama3.git) | — | | 03 | Conversational Q&A Chatbot — Chat with PDF & Chat History | 🟡 | [](https://github.com/mdzaheerjk/Conversational-Q-A-Chatbot-Chat-With-PDF-Along-With-Chat-History.git) | — | | 04 | Search Engine with LangChain Tools & Agents | 🟡 | [](https://github.com/mdzaheerjk/Search-Engine-With-Langchain-Tools-And-Agents.git) | — | | 05 | Chat with SQL DB — LangChain SQL Toolkit & Agentic | 🟡 | [](https://github.com/mdzaheerjk/Chat-With-SQL-DB-With-Langchain-SQL-Toolkit-and-Agentype.git) | — | | 06 | Text Summarization with LangChain | 🟢 | [](https://github.com/mdzaheerjk/Text-Summarization-With-Langchain.git) | — | | 07 | YouTube Video & Website URL Content Summarization | 🟢 | [](https://github.com/mdzaheerjk/Youtube-Video-And-Website-URL-Content-Summarization.git) | — | | 08 | Text-to-Math Problem Solver using Google Gemma 2 | 🟡 | [](https://github.com/mdzaheerjk/Text-To-Math-Problem-Solver-Using-Google-Gemma-2.git) | — | | 09 | End-to-End Gen AI Project with LangChain & HuggingFace | 🟡 | [](https://github.com/mdzaheerjk/End-To-End-Gen-AI-Project-With-Langchain-And-HuggingFace.git) | — | | 10 | MultiLanguage Code Assistant Using CodeLlama | 🟡 | [](https://github.com/mdzaheerjk/MultiLanguage-Code-Assistant-Using-CodeLama.git) | — | | 11 | RAG Document Q&A with NVIDIA NIM & LangChain | 🟢 | [](https://github.com/mdzaheerjk/Building-RAG-Document-Q-A-With-Nvidia-NIM-And-Langchain.git) | — | | 12 | Creating Multi-AI Agent Using CrewAI | 🟡 | [](https://github.com/mdzaheerjk/Creating-Multi-AI-Agent-Using-CrewAI.git) | — | --- ## 🔎 Retrieval-Augmented Generation Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | End To End RAG Document Search Project | 🟡 | [](https://github.com/mdzaheerjk/End-To-End-RAG-Document-Search-Project.git) | — | --- ## 🔌 Model Context Protocol (MCP) Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | Real-Time Weather Agent Using MCP | 🟢 | [](https://github.com/mdzaheerjk/Real-Time-Weather-Agent-Using-MCP.git) | — | | 02 | Real-Time Job Recommendation System | 🔴 | [](https://github.com/mdzaheerjk/Real-Time-Job-Recommendation-System.git) | — | | 03 | Story Forge Agent | 🟡 | [](https://github.com/mdzaheerjk/Story-Forge-Agent.git) | — | | 04 | Clinisight AI | 🟡 | [](https://github.com/mdzaheerjk/Clinisight-AI.git) | — | --- ## ⚙️ MLOps Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | Hotel Reservation Prediction with MLflow, Jenkins and GCP Deployment | 🟡 | [](https://github.com/mdzaheerjk/Hotel-Reservation-Prediction.git) | — | | 02 | Hybrid Anime Recommender System with Comet-ML, DVC, Jenkins and Deployment | 🔴 | [](https://github.com/mdzaheerjk/Hybrid-Anime-Recommender-System.git) | — | | 03 | User Survival Prediction with Astro Airflow, SQL, Redis, Grafana and Monitoring Pipeline | 🔴 | [](https://github.com/mdzaheerjk/User-Survival-Prediction.git) | — | | 04 | Custom Guns Object Detection with TensorBoard, DVC, FastAPI and Deployment Pipeline | 🔴 | [](https://github.com/mdzaheerjk/Custom-Guns-Object-Detection.git) | — | | 05 | Colorectal Cancer Prediction with MLflow, DagsHub, Minikube Kubernetes and Deployment | 🔴 | [](https://github.com/mdzaheerjk/Colorectal-Cancer-Prediction.git) | — | | 06 | Minor MLOps Project – 1 using CircleCI | 🟢 | [](https://github.com/mdzaheerjk/Minor-MLOps-Project-1.git) | — | | 07 | Minor MLOps Project – 2 using GitLab CI/CD | 🟢 | [](https://github.com/mdzaheerjk/Minor-MLOps-Project-2.git) | — | | 08 | Minor MLOps Project – 3 using GitHub Actions | 🟢 | [](https://github.com/mdzaheerjk/Minor-MLOps-Project-3.git) | — | | 09 | Australia Weather Rain Prediction using GitHub Actions, CircleCI and MLOps Pipeline | 🟡 | [](https://github.com/mdzaheerjk/Australia-Weather-Rain-Prediction.git) | — | | 10 | Smart Manufacturing Machines Efficiency Prediction with GitOps, ArgoCD and Kubernetes | 🔴 | [](https://github.com/mdzaheerjk/Smart-Manufacturing-Machines-Efficiency-Prediction.git) | — | --- --- ## ⚙️ LLMOps & AIOps Projects | # | Project | Level | Repo | Live | |---|---|:---:|:---:|:---:| | 01 | AI Anime Recommender using Grafana Cloud, Minikube, ChromaDB, LangChain | 🔴 | [](https://github.com/mdzaheerjk/AI-Anime-Recommender.git) | — | | 02 | Flipkart Product Recommender using Prometheus, Grafana, Minikube, AstraDB, LangChain | 🔴 | [](https://github.com/mdzaheerjk/Flipkart-Product-Recommender.git) | — | | 03 | AI Travel Planner using Filebeat, ELK (Elasticsearch, Logstash, Kibana) | 🟡 | [](https://github.com/mdzaheerjk/AI-Travel-Planner.git) | — | | 04 | Study Buddy AI using Minikube, Jenkins, ArgoCD, GitOps, LangChain, Docker | 🔴 | [](https://github.com/mdzaheerjk/Study-Buddy-AI.git) | — | | 05 | Celebrity Detector & QA using Kubernetes, CircleCI, Groq, Llama-4, OpenCV | 🔴 | [](https://github.com/mdzaheerjk/Celebrity-Detector-QA.git) | — | | 06 | Multi AI Agent using Jenkins, SonarQube, FastAPI, LangChain, LangGraph | 🔴 | [](https://github.com/mdzaheerjk/Multi-AI-Agent.git) | — | | 07 | Medical RAG Chatbot | 🟡 | [](https://github.com/mdzaheerjk/Medical-RAG-Chatbot.git) | — | | 08 | AI Music Composer using GitLab CI/CD, GCP Kubernetes, Music21 | 🟡 | [](https://github.com/mdzaheerjk/AI-Music-Composer.git) | — | ## 🛠️ Tech Stack <details> <summary><b>🔹 Programming & Core Foundations</b></summary> <br> Python · SQL · NumPy · Pandas · Matplotlib · Seaborn </details> <details> <summary><b>🔹 Machine Learning</b></summary> <br> Scikit-learn · XGBoost · CatBoost · LightGBM · Regression & Classification · Feature Engineering · Model Evaluation & Optimization </details> <details> <summary><b>🔹 Deep Learning</b></summary> <br> TensorFlow · Keras · PyTorch · CNN · RNN · LSTM · Transfer Learning </details> <details> <summary><b>🔹 Natural Language Processing (NLP)</b></summary> <br> NLTK · SpaCy · Hugging Face Transformers · Tokenization · Embeddings · Text Classification · Sentiment Analysis </details> <details> <summary><b>🔹 Generative AI & LLM Engineering</b></summary> <br> LangChain · LangGraph · RAG Pipelines · Vector Databases · Prompt Engineering · AI Agents · Multi-Agent Systems · MCP Servers </details> <details> <summary><b>🔹 Databases & Vector Stores</b></summary> <br> MySQL · PostgreSQL · MongoDB · ChromaDB · FAISS · Pinecone </details> <details> <summary><b>🔹 Backend & APIs</b></summary> <br> FastAPI · Flask · REST APIs · API Integration </details> <details> <summary><b>🔹 Deployment & DevOps</b></summary> <br> Docker · Git & GitHub · AWS · CI/CD Basics · Linux </details> <details> <summary><b>🔹 Data Visualization & Apps</b></summary> <br> Streamlit · Gradio · Power BI · Tableau </details> <details> <summary><b>🔹 Tools & Platforms</b></summary> <br> Jupyter Notebook · VS Code · Google Colab · Cursor AI · Claude Desktop </details> --- <div align="center"> ### ⚡ Building practical AI/ML skills through real-world implementation and hands-on projects. **⭐ If you find this useful, consider starring the repo!** </div>