Muntaser Syed
@jemsbhai
AI systems researcher and Lead Gen AI Engineer building governed agents, temporal trust, and efficient edge AI. Open-source tools, papers, and demos.
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Published Tools
1 MCP Server7 Skillsacross 4 categoriesjemsbhai
JSON-LD 1.2 extensions for AI/ML data exchange, security hardening, and validation
Muntaser Syed
Language-agnostic framework for generating and evaluating speech corpora with maximal phoneme coverage
Muntaser Syed
Air-gapped neuro-symbolic AIoT framework: 1-bit LLM cognition over mathematically verified, temporally valid edge state.
Muntaser Syed
Time-aware uncertainty for RAG — temporal decay of evidence confidence using Subjective Logic
jemsbhai
Temporal validity framework for time-aware AI systems. Implements the Temporal-Logical Decay Architecture (TLDA) for retrieval-augmented generation.
...moreMuntaser Syed, Sheikh Abujar, Sharun Akter
Extend the Model Context Protocol (MCP) to edge and IoT devices: a bridging gateway, a lightweight MCP-Lite server, and a four-tier device taxonomy.
...moreVisualization layer for tokenmaster: CLI, terminal gauge, and dashboard renderers for LLM context-budget metering. Placeholder release.
...moreCore context-budget metering and decision engine for LLM applications: normalized token accounting, effective-budget gauges, turns-to-exhaustion prediction, and compaction/handoff decisions. Placeholder release.
...more