Skip to content
View Perception12's full-sized avatar
🙃
🙃
24 followers · 25 following

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Block or report Perception12

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
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