Skip to content
View dcarpintero's full-sized avatar
128 followers · 18 following

Achievements

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

Achievements

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

Highlights

Organizations

@arkimedesnetwork@turinglayer

Block or report dcarpintero

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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. llamaindexchatllamaindexchatPublic

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

    Python 45 5

  2. transformer101transformer101Public

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

    Jupyter Notebook 1

  3. dapp-real-statedapp-real-statePublic

    Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

    Solidity 3

  4. minervaminervaPublic

    Multi-Agent LLM System for Digital Scam Protection

    Python 15 5

  5. wikisearchwikisearchPublic

    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-classifiernn-image-classifierPublic

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

    Jupyter Notebook 5