Muhammad Aulia

I'm ...

About

As a Data Engineer, I have a deep interest in Data Science, Data Analysis, Machine Learning, and Deep Learning. My expertise includes data processing and engineering with tools such as Google Spreadsheets, Pentaho, Google Looker Studio, Visual Studio Code, RapidMiner Studio, Google Colaboratory, TensorFlow, and SQL. I am highly motivated, team-oriented, and detail-focused. Additionally, I actively create content on Data Science, Data Analytics, Machine Learning, and Deep Learning, sharing knowledge and personal experiences on platforms like YouTube and Instagram. My goal is to continuously deepen my understanding of information technology while contributing value and inspiration to the Big Data field.

Muhammad Aulia

Data Engineer & Data Analyst.

Hello, I am Muhammad Aulia, a fresh graduate in Informatics from University of Technology Yogyakarta. I have a strong interest in Machine Learning, Big Data, Computer Vision, and Deep Learning.

  • Birthday: 20 June 2002
  • Email: adheaulia9578@gmail.com
  • City: Jakarta, Indonesia
  • University: University of Technology Yogyakarta
  • Degree: Bachelor
  • Major: Informatics

I hope to apply my interest in Machine Learning, Big Data, Computer Vision, and Deep Learning to contribute to future technological innovations and make a meaningful impact in the field.

Skills

Here are some of my technical skills.

SQL SQL
SQL PostgreSQL
SQL DBeaver
SQL Metabase
Python Python
webCrawling Web Crawling & Scraping
Office Microsoft Office
Spreadsheet Spreadsheet
LookerStudio Looker Studio
Tableau Tableau
PowerBI Power BI
rapidminer RapidMiner
pentaho Pentaho
TensorFlow TensorFlow
ScikitLearn Scikit-Learn
Pytorch Pytorch
Keras Keras
chatgpt Chat GPT
gemini Gemini

Resume

I have a strong profile in Big Data and Artificial Intelligence, supported by my education at Universitas Teknologi Yogyakarta. I have achieved various academic awards and certifications related to data analysis. My professional experience includes significant projects in data processing and implementing artificial intelligence solutions to tackle complex business challenges.

Sumary

Muhammad Aulia

A recent graduate student with a keen interest and experience in the fields of Big Data and Artificial Intelligence.

Education

BACHELOR OF INFORMATICS ENGINEERING

2020 - 2024 | GPA 3.77/4.00

University of Technology Yogyakarta, Sleman, DI Yogyakarta

Honor & Awards

SINTA 3 Publikasi MIB : Jurnal Media Informatika Budidarma

10/23

Analisis Perbandingan Algoritma SVM, Naive Bayes, dan Perceptron Untuk Analisis Sentimen Ulasan Produk Tokopedia

Speaker at the Seminar Nasional Inovasi Teknologi Informasi dan Komunikasi (SENOVTIK)

06/23

Forecasting Produksi Beras Menggunakan LSTM: Menjamin Ketahanan Pangan di Sumatera.

Receiving Funding in the Program Kreativitas Mahasiswa (PKM) on the field Karsa Cipta (KC)

03/23 - 11/23

Kacamata Pintar Penyandang Tunarungu Berbasis Artificial Intelligence (Sound-Degla).

SURAT PENCATATAN CIPTAAN (HKI)

07/23

Penerapan Algoritma Kriptografi AES 256 Pada Keamanan Data Rekap Transaksi Emiten Saham

Certifications

Rapidminer Data Engineering Professional Certification

1/22

Data Access, Basic Transformations, Working with Multiple Data Sets, Pivot Tables, Routines and Simple Text Processing.

Rapidminer Machine Learning Professional Certification

5/22

Classification, Regression, Scoring, Hold-out Validation, Correlations, Feature Importance, Clustering and Association Rules.

Program Baparekraf Digital Talent Machine Learning Dasar - Dicoding Indonesia

11/22

Python, Data Visualization and Machine Learning

Professional Experience

PT INOVASI NIAGA INTEGRASI (WAIZLY), Jakarta

08/24 - 02/25 . 6 Month

Data Engineer - Full Time

  • ETL (Pentaho): Managing the Extract, Transform, Load process using Pentaho to ensure clean and ready-to-use product data in the data warehouse.
  • PostgreSQL: Storing and managing product data in a structured and easily accessible database for analysis.
  • Database Designing: Designing optimal database schemas for efficient querying and data analysis of product warehouses.
  • Cloud AWS: Using AWS to securely manage and store data with scalability and integration.
  • Airflow: Automating and monitoring ETL pipelines regularly to ensure up-to-date data.
  • Metabase: Managing tables from the Warehouse Management System (WMS), enhancing table structures, and creating dashboards for effective data visualization and analysis.

PT BNI Sekuritas, Yogyakarta

04/24 - 07/24 . 4 Month

Data Analyst - Project-Based Intership

  • Retrieve stock data from the Indonesia Stock Exchange using Python Yahoo Finance to obtain information related to the IDX Composite, LQ45, and Sharia Stocks.
  • Conduct Exploratory Data Analysis (EDA) on stock data using Python libraries such as Matplotlib, Seaborn, and Plotly to gain a comprehensive understanding of the stock market data.
  • Develop a system for technical analysis focusing on volume spikes
  • Perform stock data forecasting using deep learning techniques.
  • Create a dashboard showcasing the top 10 stock spikes in the IDX Composite using Looker Studio.

University of Technology Yogyakarta

02/23 - 06/24 . 1 Year 4 Month

Assistant lecturer - Part Time

  • Teaching assistant for the courses Big Data Analytics, Object-Oriented Programming, Information Technology Applications, Coding & Machine Learning, and Machine Learning
  • Assisting professors in preparing materials and practical sessions for related courses
  • Helping students learn about Big Data, Machine Learning, and Programming
  • Guiding students in applying data processing practices using RapidMiner and Microsoft Excel, as well as programming with Python and SQL.

PT Kimia Farma

06/22 - 09/22 . 3 Month

Data Analyst - Project-Based Virtual Internship

  • Studying the concepts of data warehouse, data lake, and data mart, as well as their implementation in the business industry.
  • Studying the concepts of Database Management System (DBMS), Relational Database Management System (RDBMS) using SQL.
  • Implementing the concept of Big Data into the business industry.
  • Making predictions for a measure's value and understanding the concept of data pipelines.
  • Creating an interactive dashboard for pharmaceutical company data in Indonesia using Google Data Studio.

PT Carijamu

01/21 - 03/23 . 2 Year 3 Month

Data Engineer - Part Time

  • Studying the structure and concepts of database systems in companies.
  • Creating a system to access the database and perform CRUD operations (Create, Read, Update, Delete) according to the application's needs.
  • Creating an ETL process to enhance system access capabilities on the Carijamu platform.
  • Managing database structure and optimizing database performance to meet application needs.
  • Performing maintenance and repairs on the database system, and resolving any potential issues that may arise.

Project

In an ever-evolving technological landscape, I am excited to showcase my projects that focus on the application of Machine Learning, Data Analysis, Computer Vision, and Deep Learning. Each project is meticulously designed to address complex challenges and provide valuable insights through advanced data analysis and cutting-edge machine learning algorithms. By harnessing the power of these technologies, I aim to push the boundaries of knowledge and create a significant impact across various industries.

  • All
  • Machine Learning & Deep Learning Project
  • Data Analyst Project
  • Computer Vision

Natural Language Processing

Analisis Sentimen Debat Capres 2024

Deep Learning (CNN)

Prediksi Tumor Otak Menggunakan Convolutional Neural Network (CNN)

Dashboard Visualization

Hospital Dashboard with Looker Studio

Object Detection

Vehicle plate detection using CNN

Dashboard Visualization

Dashboard Stock Volume Spike BNI Sekuritas

Object Detection

Kacamata Pintar Penyandang Tunarungu Berbasis AI (PKM-KC)

Exploratory Data Analysis

Adidas Product Sale

Dashboard Visualization

Dashboard Produk & Karyawan Pegadaian

Dashboard Visualization

Dashboard Adidas Sales

Dashboard Visualization

Dashboard Motorcycle Sales

Dashboard Visualization

Dashboard Adidas Sales

Contact

...

Address

Yogyakarta, Daerah Istimewa Yogyakarta 55285

Email Us

adheaulia9578@gmail.com

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