An simple web application that detects deepfake content in uploaded videos using AI-powered analysis with real-time monitoring and diagnostics.

Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference

Hybrid Mamba-2 + Transformer 2.94B LLM (Nemotron-H style) — Korean 3B model pretrained from scratch on 7× NVIDIA B200 GPUs with SFT + DPO alignment

A secure, fast, and browser-based file sharing system built using Python & Django. It supports direct peer-to-peer transfer and a backup Upload & Share mode, so file sharing always works no matter the network.

Site-to-Site VPN connection between AWS and on premises environment

elomaxz — A modern hybrid Model-View-Update (MVU) framework for C. Features a clean ElomaxzProgram core, first-class Cmd/Effect system, and support for composition. Brings Elm-like clarity, testability, and predictability to C systems programming.

From On-Premise to Cloud

Enterprise Web Application Firewall & Smart Proxy. Features dynamic payload inspection, smart delegation, and zero-trust architecture.

Hybrid vision backbone: VOLO-style Outlook local mixing + MaxViT grid attention + MBConv. Two variants (front-only vs per-block Outlook), FP16 training CLI with CutMix, and reproducible CIFAR-100 64×64 benchmarks.

Hybrid 1D+2D fusion for induction motor startup current fault diagnosis (reassigned spectrogram + FiLM)

Official implementation of "CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision" (PyTorch version)

Hybrid Image Enhancement platform combining FastAPI and Streamlit for customizable multi-stage pipelines using deep learning. Supports flexible deblurring and dehazing workflows, user authentication, and output history. Easily extendable architecture with pre-trained model weights for advanced image restoration.

A 390M-parameter Mamba2 + Differential Attention hybrid language model

Hybrid data governance solution that integrates on-premise databases with Amazon DataZone using AWS CDK. Enables centralized data cataloging, access management, and automated notifications for unmanaged assets in hybrid cloud environments using events and a serverless solution.

A machine learning solution for classifying emotions in speech audio using hybrid deep learning (CNN-LSTM) and gradient boosting (XGBoost).

Pipeline híbrida de extração de dados com IA. Uma abordagem mista (Heurística + LLM) projetada para alta performance. Implementa arquitetura 'Heuristic-First' com padrão Watchdog cumulativo para garantir latência <10s e otimização de custo, mantendo acurácia >80% em layouts não estruturados.

A reproducible research framework for symbolic melody generation exploring memory-attention fusion through LSTM, Transformer, and Hybrid architectures.

A modular Google ADK agent project demonstrating a hybrid NLP architecture. It uses the speed and determinism of spaCy for structured entity extraction (NER) and an ADK LlmAgent (Gemini) for high-level reasoning and suggesting communication routing (e.g., Sales, Finance).

Violence Detection

🎙️ Intelligent Discord bot that automatically records voice conversations in high-quality MP3. Hybrid Python/Node.js architecture with email notifications and cross-platform support