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Perception12/README.md

Hello, I'm Kenny 👋

I'm a Computer Engineering graduate and AI Engineer focused on building intelligent systems with Large Language Models (LLMs), agentic AI, and applied machine learning.
I enjoy designing end-to-end AI solutions that combine data, models, tools, and automation — and I also have a strong background in IoT and embedded systems.

🚀 What I do

  • 🧠 AI & Machine Learning Engineering
  • 🤖 LLM Engineering (RAG, agents, tooling, evaluation)
  • 🧩 Agentic AI systems (multi-step reasoning, tool use, workflows)
  • 🌐 AI-powered web applications
  • ⚡ Embedded & IoT systems (ESP32, Raspberry Pi)

🛠️ Tech Stack

Programming & Core

Python C/C++ Linux

AI / ML

PyTorch scikit-learn LangChain LLMs

Backend, Cloud & Data

Supabase PostgreSQL MongoDB

IoT & Hardware

ESP32 Arduino Raspberry Pi

📌 Interests

  • Agentic AI & autonomous systems
  • Retrieval-Augmented Generation (RAG)
  • AI system design & evaluation
  • AI + IoT integration
  • Practical, production-ready ML

🌍 Find me around the web

I’m open to collaborations on AI products, LLM tooling, and intelligent systems.

Pinned Loading

  1. Animal-classification Animal-classification Public

    Classifying Cats or Dogs images using Convolutional Neural Network

    Jupyter Notebook

  2. Breast-Cancer-Prediction Breast-Cancer-Prediction Public

    Jupyter Notebook

  3. Customer-Churn-Model Customer-Churn-Model Public

    Geodemographic segmentation with Artificial Neural Network (ANN)

    Jupyter Notebook

  4. Loan-Prediction Loan-Prediction Public

    Jupyter Notebook

  5. Machine-Learning-Algorithms Machine-Learning-Algorithms Public

    Some machine learning algorithms

    Jupyter Notebook

  6. Online-Retail-Customer-Segmentation Online-Retail-Customer-Segmentation Public

    A case study of RFM (Recency, Frequency, Monetary) model-based customer segmentation using data mining

    Jupyter Notebook

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