Real AI Projects You Will Build, Deploy & Own
At Core Lab, every bootcamp is hands-on and project-centric. You don't just watch theory lectures — you graduate with deployed web applications, production machine learning pipelines, and autonomous multi-tool agents.
Viral Multi-Platform AI Content & Video Production Pack
A complete commercial-grade digital media bundle engineered using state-of-the-art visual, video, and audio AI models. Includes photorealistic AI brand imagery, event posters, viral short-form video reels with synchronized AI voiceovers, and animated subtitles optimized for TikTok, Instagram Reels, and YouTube Shorts.
- Complete high-resolution promotional poster and visual graphics suite
- Edited short video reel with natural AI voice narration and animated auto-captions
- Reusable prompt repository and 10x cross-platform content repurposing template
Smart Document Intelligence & Workflow Automation Web App
A fully functional interactive web application built without complex coding that ingests multi-page PDFs, spreadsheets, and company policy manuals. Provides instant answers with precise source citations, while automated background webhook triggers automatically generate summary reports, dispatch Slack/Email alerts, and update CRM lead pipelines.
- Live, shareable interactive web app with document upload and deep Q&A
- Source attribution highlighting exact pages and data points for auditability
- Multi-step automation pipeline linking AI responses directly into Slack and Email
Production Customer Churn & Risk Machine Learning App
A complete end-to-end machine learning system built on real-world tabular business data. Covers automated data cleaning, exploratory correlation analysis, feature engineering, and hyperparameter-tuned ensemble models (Random Forest and XGBoost). Deployed as an interactive Streamlit Cloud dashboard enabling decision-makers to simulate customer profiles and visualize risk scores with SHAP explainability.
- Reproducible Python exploratory data analysis (EDA) and statistical modeling pipeline
- Trained, cross-validated classification models with ROC-AUC and confusion matrices
- Live deployed Streamlit Cloud web application with real-time prediction sliders
Autonomous Multi-Tool Research Agent & RAG System
An enterprise-ready autonomous AI agent system capable of multi-step reasoning. Pairs dense vector database retrieval (Retrieval-Augmented Generation over private repositories) with autonomous tool calling (live internet search, financial math execution, and SQL database queries). Features persistent session memory, conversation state management, and an asynchronous API layer.
- Scalable semantic search and hybrid RAG indexing pipeline using Pinecone/ChromaDB
- Autonomous ReAct agent loop executing multi-step external tool calls with memory
- FastAPI service endpoint with streaming token generation and web test console
Real Estate Valuation & Predictive Market Intelligence Dashboard
A production predictive regression engine analyzing multi-variable real estate market transactions. Combines geospatial features (location coordinates, neighborhood infrastructure, price per square foot) with gradient boosted regression models (LightGBM) to forecast property values and project neighborhood appreciation rates.
- Outlier detection, data imputation, and geospatial feature engineering pipelines
- Fine-tuned Gradient Boosting model with rigorous cross-validation and error diagnostics
- Live interactive dashboard with dynamic price heatmaps and property valuation sliders
Why Portfolio-First Learning Sets You Apart
Certificates get you noticed, but deployed software and production assets land job offers and freelance contracts.
100% Live & Deployable
You won't write code that stays trapped inside a local notebook. Every technical project is hosted live on Streamlit Cloud, Vercel, or custom API services with public links you can share immediately.
Tangible Proof for Clients
Whether bidding on Upwork, applying for AI engineering roles, or building a startup, your live capstone demonstrates practical problem-solving ability that theoretical courses never provide.
Full Code Ownership
Every GitHub repository, prompt architecture, automation workflow, and creative template you build is 100% owned by you for lifetime commercial and personal use.