Explore hands-on Python labs with real cloud environments
Compile, deploy, and manage a Go web application as a systemd service. Configure auto-restart on failure, journald logging, proper user execution, and validate the health endpoint.
Fine-tune a transformer-based LLM on the CNN/DailyMail dataset for text summarization. Preprocess data, configure training, evaluate using ROUGE and BLEU metrics, and generate high-quality abstractive summaries.
Deploy and harden a Flask application on a single-node Kubernetes cluster. Enforce security best practices including non-root containers, security contexts, and health probes while ensuring pod stability and accessibility.
Audit, fix, and stabilize a hastily deployed Airflow platform provisioned by Terraform. Resolve IaC defects, correct DAG templates, enforce idempotent execution, and ensure the LocalExecutor configuration for production reliability.
Build a production-grade Retrieval-Augmented Generation pipeline using LangChain, vector databases, and an open-source LLM to answer enterprise knowledge base queries with grounded, accurate responses.
Decompose a FastAPI monolith into containerized microservices using Docker Compose. Implement service-to-service HTTP communication, independent databases, and validate end-to-end request flow across isolated services.
