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Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Pull SharkAchievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: StarstruckAchievement: Pull SharkAchievement: YOLO

Highlights

Organizations

@arkimedesnetwork @turinglayer

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dcarpintero/README.md

🤖 AI Models

📄 PangolinGuard: Fine-Tuned ModernBERT Model for AI Guardrails - [repo]

🐬 AI Projects / Deep-Dives

📄 MINERVA: A Multi-Agent LLM System for Digital Scam Protection - [repo]

📄 Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics - [repo]

📄 Arkimedes Architecture: At the Intersection of AI and Web3 for Talent Acquisition - [homepage]

📄 Building a Neural Network Classifier from the Ground Up: A Step-by-Step Guide - [repo]

🧙‍♂️ AI Guides

📄 The Zero-Trust Gap in LLMs

📄 Design Patterns for Building Agentic Workflows

📄 Model Context Protocol (MCP) in Practice

📄 Enhancing RAG Reasoning with knowledge Graphs - [notebook]

📄 In-Context Learning and Function Calling with OpenAI - [notebook]

🧮 Tech-Stack

☑️ Python, PyTorch            ☑️ GPT, Cohere, Claude, Mistral, Llama   ☑️ LangSmith, W&B, AutoGen
☑️ HuggingFace Transformers   ☑️ RAG, Transfer-, In-Context Learning   ☑️ Fine-Tuning, Quantization
☑️ LangChain, LlamaIndex      ☑️ Neo4j, Pinecone, Weaviate             ☑️ Smart Contracts, Solidity

https://tech.diegocarpintero.com

Pinned Loading

  1. llamaindexchat llamaindexchat Public

    LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.

    Python 45 5

  2. transformer101 transformer101 Public

    Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

    Jupyter Notebook 1

  3. dapp-real-state dapp-real-state Public

    Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

    Solidity 3

  4. minerva minerva Public

    Multi-Agent LLM System for Digital Scam Protection

    Python 15 5

  5. wikisearch wikisearch Public

    Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

    Python 15 1

  6. nn-image-classifier nn-image-classifier Public

    Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

    Jupyter Notebook 4