I3C-EX
An independent research content protocol for edge AI/ML over MIPI I3C Basic v1.2.
Projects / Code and teaching
Research repositories and talks.
These repositories contain research code, experiments, applied projects, and teaching material.
Research repositories
Selected research repositories.
This section covers protocols, architectures, evaluation frameworks, and paper experiments.
Hashrope paper experiments
Sub-linear context routing and dynamic state management for agentic LLMs using hash-augmented ropes.
EpistemicDB
An embedded engine for CBOR-LD Ex records with audit, stream, graph, and document modes plus confidence-aware indexing.
TOML Transformers
Transistor-level energy modeling extended to transformer inference and modern sequence architectures.
IMU-JEPA
Representation-learning experiments for wearable inertial signals and compact posture understanding.
CryptEpi
Privacy-preserving epistatic interaction mining using homomorphic encryption.
JEPA-FHIR
Research connecting self-supervised representation learning with interoperable healthcare data.
ArcMind
A dual-timescale SSM-and-attention architecture for efficient robotics and IoT language models.
Subjective Logic RAG
Experiments in time-aware uncertainty, evidence confidence, and belief propagation for retrieval systems.
Repository index
Research repository index.
This index includes public repositories with a research question, experimental method, or supporting implementation. Packaged projects also appear when they support a research program.
Machine-readable knowledge
Confidence, provenance, time, verification, storage, and fraud reasoning.
Governed AI infrastructure
Execution trees, context metering, protocol efficiency, routing, and agent evaluation.
Compute under constraints
Protocols, energy models, sustainable datacenters, compact architectures, and temporal models.
Health and sensing
Wearables, clinical representations, privacy, communication networks, brain interfaces, and speech.
Data and explainability
Compact formats, compressed-domain algorithms, explainability, and structured-data validation.
All public repositories
For workshop materials, applied prototypes, archived experiments, and new work not yet classified here.
Applied innovation
Two Devpost archives.
The profiles overlap, so their totals are kept separate. They document projects in health, accessibility, IoT, fintech, climate, robotics, and social impact.
Primary portfolio / jemsbhai
49 public projects and 293 hackathon participations.Counts shown by Devpost at the July 2026 content review.
Secondary portfolio / msyed2011
47 public projects and 77 hackathon participations.Maintained as a separate archive; projects may overlap.
Talks and teaching
Talks and workshops.
Technical lectures, interactive labs, notebooks, and workshop materials.
Securing the Agentic Stack
An interactive talk and defense lab covering MCP, autonomous agents, AI pipelines, emerging attack surfaces, and hands-on mitigation patterns.
Advanced MCP Server Patterns
Workshop materials covering gateways, production architecture, and advanced Model Context Protocol implementations.
Agentic AI lecture
Notebooks and code samples for an ACM lecture on agent architectures and practical implementation patterns.
Major League Hacking Top 50
Recognition for technical achievement, community contribution, and a sustained record of competitive invention.
Collaborate
Collaboration.
Contact me about joint research, open-source development, workshops, or applied AI systems.