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triet4p/README.md

Hi there, I'm Triet 👋

AI Engineer · Agentic Systems · Performance Optimization · Robotics

Portfolio

🧠 About Me

  • 🔭 Building agentic AI systems and cognitive architectures for real-world decision support
  • 🧠 Focused on memory, reasoning, and tool-using agents that scale reliably
  • ⚙️ Performance-minded across pipelines and systems, from Big Data to Rust
  • 🤖 Exploring robotics and embodied AI for grounded, autonomous behavior
  • 🌱 Always pushing the frontier where AI meets real-world constraints

🛠️ Tech Stack

Python Rust TypeScript Java Dart

Spark Kafka Hadoop Kubernetes dbt Hive

LLM ML

🚀 Featured Projects

⭐ Key Projects (Knowledge · Infrastructure · Robotics · Latent Space · Memory · Due Diligence)

Repository Description Topics
paper-kg-ontology Knowledge Graph ontology with OWL2 RL, Apache Jena Fuseki, SHACL validation, and SPARQL for research paper KG ontology knowledge-graph semantic-web
ecommerce-agent-databricks Production-style e-commerce support agent on Databricks Apps with React UI, Lakebase persistence, governed UC tools, and MCP facade agentic-ai databricks llm
lerobot Robotics library with SoTA policies for imitation learning, RL, and Vision-Language-Action (PyTorch) robotics embodied-ai deep-learning
latent-anything Python framework treating latent space as a first-class object: load, inspect, manipulate, and pipeline latent representations machine-learning interpretability python
agent-memory-cognitive Long-term conversational memory with retain/recall/reflect architecture and benchmark evaluation agentic-ai memory research
arch-lens-ai Desktop-native R&D OS for Technical Due Diligence — assess repos, papers, and artifacts, fully local & privacy-first agentic-ai due-diligence desktop-app

📌 Other Projects

📈 GitHub Stats

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  1. paper-kg-ontology paper-kg-ontology Public

    Python

  2. 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.

    Jupyter Notebook

  3. agent-memory-cognitive agent-memory-cognitive 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

  4. cognition cognition Public

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

    Rust 1