Current Experiments
Active prototyping pipelines and exploratory models research representing my continuous learning loops.
AI Agents
Active PrototypingExploring autonomous execution loops, multi-agent coordination frameworks, and dynamic planning capabilities.
Healthcare AI
Validation TestingRefining CNN radiological Grad-CAM saliency mapping and clinical decision-support interpretability metrics.
Trustworthy AI
Foundational ResearchDrafting semantic distance calculations and alignment scoring formulas to detect and mitigate model hallucinations.
System Design
Performance ProfilingAnalyzing memory layouts and throughput benchmarks for high-concurrency asynchronous event queue brokers.
Human-AI Interaction
UX DraftingDesigning natural language command consoles, ambient workspace HUDs, and context-aware shortcut menus.
The Builder's Workshop
Live local models training telemetry, compilation terminals output, compile tickers, and primary coding language statistics.
EventSphere v2.1-stable
Optimized WebSocket check-in ticket ledger broker pipeline.
Heimdall Anomaly Model
Random Forest parameter tuning for automated network log classification.