Developer Playground
Exposing interactive simulations demonstrating integration of advanced AI/ML, Full Stack frameworks, Data Structures, SQL Sandboxes, and Git workflows powering OpenVeda.
GenAI / LLM & AI/ML Track
Demonstrating multi-agent systems, RAG indexes, NLP pipelines, and analytical classifiers.
CrewAI & LangGraph Proposal Orchestrator
Simulates a cooperative team of agents. Select a mentoring organization, click run, and watch the agents retrieve playbook context via **LangChain RAG** and orchestrate a proposal outline through a **LangGraph** node flow.
Hugging Face Transformers NLP Analyzer
Exposes how developers can integrate **Transformers** to run sentiment audits on code reviews or classify code structures. Paste code below to extract token mappings and metrics.
PyTorch & Scikit-learn Predictive Match Classifier
Tweak the sliders below to simulate input vectors feeding into a **PyTorch** Neural Network weight model or a **Scikit-learn** logistic classifier. The model calculates the student's probability of securing selection based on git activity and syllabus preparation.