Deep-dives into peer-reviewed media forensics, multimodal deepfake detection pipelines, autonomous agentic runtimes, and open-source developer infrastructure.
Architected a scalable multimodal deepfake detection pipeline utilizing a Transformer-based attention mechanism to fuse spatial, temporal, and acoustic embeddings, achieving 95% accuracy and 0.97 AUC.
Created a context-aware moderation framework replacing isolated text analysis with post-comment joint modeling, achieving 95% accuracy and ROC-AUC of 0.9911.
Constructed a speaker recognition system combining edge-based audio acquisition with a centralized cloud backend, achieving 97.5% authentication accuracy in controlled environments.
Architected an autonomous, stateful desktop AI agent runtime decoupling LLM reasoning from execution via an asynchronous EventBus, dynamic multi-model routing (Groq, DeepSeek, Ollama), and zero-delay WebSocket streaming.
AntiGravity (Dev Timekeeper) is a developer productivity extension for VS Code and VSCodium tracking local coding sessions, workspace activity, and developer time logs without telemetry leaks or external cloud dependencies. Published on Open VSX Registry with over 1,300 downloads.