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stevanussetiawan/README.md

Hi there I'm Stev

I’m a AI Developer with a Bachelor's degree in Physics, specializing in Theoretical Physics. My expertise lies in applying advanced analytical techniques to solve real-world problems using Data Science, Machine Learning, and Deep Learning.

  • 🔬 I enjoy bridging the gap between theory and application, leveraging my physics background to develop cutting-edge AI solutions.
  • 📝 Occasionally, I write about Data Science, AI, and technology on https://medium.com/@stevkarta
  • 💬 Feel free to reach out if you want to discuss Data Science, Statistics, or ML/DL models!

Connect With me:

stev_set @stevkarta

Languages and Tools that I used:

docker mysql oracle postgresql python scikit_learn selenium tensorflow

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  1. Data-Science-Learning-Repository Data-Science-Learning-Repository Public

    This repository is a curated collection of my learning data science. It provides a structured and comprehensive roadmap for individuals interested in acquiring knowledge and skills in the field of …

    Python

  2. Instagram-Bahasa-Comments-Sentiment-Analysis-API-with-FastAPI-and-FastText Instagram-Bahasa-Comments-Sentiment-Analysis-API-with-FastAPI-and-FastText Public

    Project designed to harness the power of sentiment analysis for Instagram comments, integrating the efficiency of FastAPI with the linguistic capabilities of FastText.

    Python

  3. Predictive-Modeling-for-Bank-Telemarketing-Success Predictive-Modeling-for-Bank-Telemarketing-Success Public

    The project aims to develop machine learning models to predict the likelihood of a successful outcome for telemarketing campaigns conducted by banks.

    Jupyter Notebook

  4. Predicting-Future-Home-Prices-ARIMA-and-SARIMA-Analysis Predicting-Future-Home-Prices-ARIMA-and-SARIMA-Analysis Public

    Utilizing ARIMA and SARIMA Models for One-Year Ahead Forecasting of Average House Prices: Selecting the Best Model based on Lowest Mean Absolute Percentage Error (MAPE)

    Jupyter Notebook

  5. PDF-OCR-Automated-Text-Extraction-and-Recognition-with-PaddleOCR PDF-OCR-Automated-Text-Extraction-and-Recognition-with-PaddleOCR Public

    This project aimed at automating text extraction and recognition from PDF documents using PaddleOCR, a powerful OCR (Optical Character Recognition) tool based on deep learning techniques.

    Python 1

  6. People_Alert_System People_Alert_System Public

    This project is a People Alert System that utilizes a YOLOv8 model to detect and monitor the number of people in a specified area using a webcam or video feed. The system raises an alert if more th…

    Python