machine-learning

A fine tuned yolov111 model to detect fire

This project aims to develop an innovative anomaly detection system using advanced data mining and deep learning techniques to accurately identify and localize defects in manufacturing components, thereby enhancing quality control processes and reducing production losses.

Code the ICML 2024 paper: "Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models"

CatIss is an intelligent tool for automatic categorization of issue reports based on the RoBERTa model.

Fine-tune a local LLM on your own chat history to mimic how you write — an AI doppelganger / digital-twin toolkit built on LLaMA-Factory (LoRA SFT).

Production-ready SDR-O-RAN platform for satellite NTN communications with AI/ML optimization (DRL) and quantum-safe cryptography (NIST PQC). 8,814 lines of code. Open-source 5G/6G research platform.

Personal Blog

Having fun with ML

template for duplicating and executing Hugging Face Spaces either on SM Studio Lab, Google Colab, or locally.

AI-powered emotion detection & personalized recommendations using NLP and machine learning

Code and dataset for paper - Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique

Use Transformers.js from Blazor WebAssembly to run pretrained models with the ONNX Runtime in the browser.

Engineered an advanced deep learning model to automate the classification of financial documents, including Balance Sheets, Cash Flow and Income Statements using Bidirectional LSTM and TensorFlow. The model achieved an impressive accuracy of 96.2%, enhancing efficiency and reducing errors in document management for the finance and banking sectors.

Retreival Augmented Generation (RAG) chatbot for my blog

AI-powered compliance analysis engine for civil engineering that automatically validates Brazilian Technical Standards (NBRs), saving engineers 30% of their time by eliminating manual document verification while preventing structural failures and regulatory fines.

Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.

The blazingly fast in-memory vector database 🚀

High-performance Holographic Memory System (HMS) for Node.js, powered by Rust. This library implements Vector Symbolic Architectures (VSA) using Binary Spatter Code (BSC) to enable semantic search, analogical reasoning, and associative memory at scale.

🧠 | Multimodal Integration of Oncology Data System

FiftyOne Plugin for searching images by audio clip using ImageBind and Qdrant