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triet4p/README.md

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🧠 About Me

  • πŸ”­ Physical AI & Robotics: Training Vision-Language-Action (VLA) models and Imitation Learning policies (ACT, Diffusion Policy) on physical hardware (SO-ARM-101) with synchronized multi-camera pipelines.
  • 🧠 Agentic AI & Cognitive Memory: Building autonomous Multi-Agent Systems (MAS) with planning-first reasoning, dynamic skill routing, and long-term memory architectures (epistemic integrity, MCP & A2A protocols).
  • βš™οΈ High-Performance Data Architecture: Designing high-throughput data lakes (Databricks Delta Lake, Apache Spark) and semantic Knowledge Graphs (SPARQL, Jena Fuseki).
  • πŸ† Grand Prize Winner: Microsoft Agent Hackathon (Tokyo Electron Device / Microsoft Enterprise Division) β€” Multi-sensor robot anomaly diagnostics achieving 0.95 F1-score.
  • πŸŽ“ Background: Computer Science graduate from Hanoi University of Science and Technology (HUST K67) with Distinction (CPA: 3.78/4.0); 2x National Mathematical Olympiad Prize Winner.

πŸ› οΈ Tech Stack Matrix

Core Technologies

Frameworks & Tools

Physical AI Agents Semantic Web Data Lake


πŸš€ Featured Projects

🧠 Agentic AI, Cognitive Memory & Local Systems

Repository Description Topics
my-meta-brain Local-first, encrypted personal vault & memory service for AI agents via Model Context Protocol (MCP) with strict epistemic integrity agentic-ai mcp security memory
cogmem Cognitively-grounded long-term memory API: 6 typed memory networks, two-pass speaker-aware fact extraction, 4-channel hybrid retrieval agent-memory knowledge-graph cognitive-science
mosaic-slm Compute-aware multi-agent SLM on a single GPU (RTX 4060): private SQLite memory & shared temporal knowledge graph (KΓΉzu) via vLLM multi-agent slm temporal-kg vllm
arch-lens-ai Desktop-native R&D OS for Technical Due Diligence β€” assess repos, papers, and enterprise artifacts, 100% local & privacy-first (Tauri v2 + React 19) tauri-v2 due-diligence desktop-app

🌐 Knowledge Graphs & Semantic Systems

Repository Description Topics
projecta Ontology-driven project intelligence platform: dual-storage (Apache Jena Fuseki SPARQL + PostgreSQL), human-in-the-loop review queue, and provenance tracking ontology sparql fastapi react-19
paper-kg-ontology Research paper knowledge graph ontology with 2-layer reasoning (OWL2 RL + custom rule property chains), TDB2 triple store, SHACL validation ontology semantic-web jena-fuseki

πŸ”¬ Latent Space, Robotics & Physical AI

Repository Description Topics
latent-anything First-class latent space framework (v1.0.0): PCA/UMAP/SAE introspection, steering vectors, activation patching, and model trajectory planning latent-space mechanistic-interpretability python
anomaly-representation-learning Self-supervised representation learning for sensor anomaly detection: joint prediction, EMA targets, contrastive projection heads, and synthetic generation time-series anomaly-detection pytorch
lerobot Physical robotics manipulation on SO-ARM-101, multi-camera synchronization, imitation learning policies (ACT, Diffusion Policy), and VLA models robotics embodied-ai vla

⚑ Enterprise Cloud & Serving Infrastructure

Repository Description Topics
ecommerce-agent-databricks Enterprise support agent on Databricks Apps: React UI, Lakebase persistence, MLflow ResponsesAgent, Unity Catalog governed tools, and MCP facade databricks lakehouse mcp llm
llm-serving-lab Serving vs consumption separation playground: benchmarks across vLLM, Ollama, and FastAPI with OpenAI API compatibility llm-serving vllm ollama benchmarks

πŸ“Œ Other Projects & Research Tools

  • coding-agent-stacks β€” Coding agent workflows, harness patterns, and tech stacks (.agents, .omp)
  • cognition β€” Rust-based cognitive computing agent runtime
  • claw-code-explain β€” 12 Agentic Harness Patterns β€” Claude Code internals explained
  • bridge-research β€” Desktop AI Research Assistant (Tauri + React + FastAPI)
  • math-ai-connect β€” Math & AI knowledge journal (Astro + MDX)
  • aegis-ma β€” A2A (Agent-to-Agent) Multi-Agent SDK (JSON-RPC/WebSocket)
  • itapia β€” Explainable AI co-pilot for retail investors
  • triet4p.github.io β€” Portfolio site (React + TypeScript + Vite)
  • mcp-fin-test β€” Financial agent built on Model Context Protocol
  • otto-rec-sys β€” Recommendation system solution for OTTO Competition
  • ez_cli β€” High-performance CLI utilities in Rust
  • excel2md β€” Layout-preserving Excel to Markdown converter for Windows

πŸ“ˆ GitHub Stats & Activity

Triet's GitHub Stats GitHub Streak

Top Languages

GitHub Contribution Snake

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  1. projecta projecta Public

    Ontology-driven project intelligence platform for managing project knowledge, requirements, decisions, tasks, risks, provenance, and semantic workflows.

    Python

  2. paper-kg-ontology paper-kg-ontology Public

    Python

  3. ecommerce-agent-databricks ecommerce-agent-databricks Public

    Python

  4. latent-anything latent-anything Public

    A Python framework that treats latent space as a first-class object: load latent representations from any model, inspect them, manipulate them, and execute pipelines efficiently.

    Python

  5. cogmem cogmem Public

    CogMem is a memory system based-on human cognitive memory. Use Knowledge graph with variant of networks to store long-term conversation context,

    Python

  6. cognition cognition Public

    Rust implementation of a cognitively-grounded agent memory system, extended into a broader Agent architecture (not memory-only).

    Rust