Projects
Build. Deploy. Get Hired.
Industry-grade projects with step-by-step guides, datasets, and ready-made resume bullets. Every project is designed to go on your portfolio.
Difficulty
Domain
IntermediateTabular
8h
Customer Churn Prediction
Build an end-to-end binary classifier to predict whether a telecom customer will churn next month.
Pandasscikit-learnXGBoostFastAPIDocker
IntermediateNLP
12h
Product Review Sentiment Analyser
Fine-tune a DistilBERT model to classify Amazon product reviews as positive, neutral, or negative.
HuggingFace TransformersPyTorchNLPGradio
AdvancedTime Series
20h
Retail Sales Forecasting
Forecast next 12 weeks of store-level sales using SARIMA, Prophet, and LightGBM, then ensemble them.
Time SeriesSARIMAProphetLightGBMstatsmodels
CapstoneNLP
30h
Document Q&A with RAG
Build a production-grade RAG pipeline that answers questions over a private PDF knowledge base using LangChain, FAISS, and GPT-4o.
LangChainRAGFAISSOpenAIStreamlitAWS