AI & Systems Labs
Real-time interactive engineering experiments visualizing AI architectures, spatial node trajectories, vector embeddings, and telemetry systems.
Spatial Node & Trajectory Predictor
Drag the node pawn across the 2D grid matrix to compute real-time spatial trajectories, signal path-loss telemetry, and ML latency predictions.
Vector Embedding Space Visualizer
Interactive 2D vector space mapping Turbovec cosine distance similarities. Click data points to project nearest neighbor clusters.
BRICS Sentiment Radar Dial
Rotate the sentiment sensitivity dial to evaluate macroeconomic market risks, headline sentiment probabilities, and NLP classification.
LLM Quantization & FPS Benchmark
Toggle quantization precision levels (FP16 vs INT4) to benchmark token throughput, VRAM consumption, and inference latency.
MQTT Telemetry & Mesh Synthesizer
Simulate ESP32 hardware node failures, signal noise injection, and real-time HiveMQ MQTT telemetry streaming.
LLM Token & Cost Calculator
Analyze prompt length token counts, context window limits, and API cost per thousand requests across various LLM models.