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engares/README.md

engares

data · security telemetry · machine learning · small systems

I work with data-heavy systems where security operations meet machine learning.

Most of my day-to-day work lives around SOAR- SIEM and Observability pipelines

This GitHub is my public workshop of technical builds I can share

✶ ✶ ✶

Some work

MoViNets for Violence Detection
My Bachelor’s thesis, recognized with honors. Video-stream violence recognition using transfer learning and edge-oriented inference.
TensorFlow · CV · edge AI

KNN Telegram Chatbot on ESP32
A fun, compact NLP chatbot running on a microcontroller using TF-IDF and k-NN.
C++ · ESP32 · Telegram · TF-IDF · k-NN

Elsewhere

engares.net · LinkedIn

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  1. MoViNets-for-Violence-Detection-in-Live-Video-Streaming MoViNets-for-Violence-Detection-in-Live-Video-Streaming Public

    Violence recognition in streaming video using Transfer Learning and MoViNets. The project leverages state-of-the-art deep learning techniques to create an efficient and accurate violence detection …

    Jupyter Notebook 16 2

  2. KNN-Based-Telegram-Chatbot-hosted-in-ESP32 KNN-Based-Telegram-Chatbot-hosted-in-ESP32 Public

    A lightweight, customizable chatbot for Telegram running on an ESP32 microcontroller. It's optimized for low-resource environments and embedded systems projects.

    C++ 6 1

  3. jamanix-deforestation-analysis jamanix-deforestation-analysis Public

    A detailed record of forest coverage changes on the Jamanix Forest from 2000 to 2019 using Computer Vision techniques.

    Jupyter Notebook 1