Achmad Akbar Megantara

About Me

"Hello, my name is Achmad Akbar Megantara, but they usually call me ega. I'm software engineer who focused on data processing and application specialist. In data processing side, i'm experienced in data analyst, data scientist, business intelligence analyst and machine learning engineer. 'm also experienced in data mining / science with several projects done in my master degree's program. i'm able to do exploratory data analysis (EDA), data preparation & data cleaning, data preprocessing and data processing / data modelling. While in application side, focused on backend engineer with javascript, php and go as the most commonly language used. However, i'm also able to do frontend side too as if needed. I'm also interested in network security areas. starting my first hacking social media account in junior high school and goes on until my bachelor degree's studies in telecommunication engineering. i've done few project related in the network security areas such as penetration testing simulation, system prevention using snort & honeypot, and attack data analysis and prediction."

Full Name : Achmad Akbar Megantara
Nickname : Ega
Place, Date of Birth : Surabaya, 11 February 1997
Gender : Male
Blood Type : A
Religion : Moslem
Relationship status : Single

Address : Jl. H. Abdul Rahman 27 A, Sedati Gede, Sidoarjo
Province : East Java
ZIP Code : 61253
Nationality : Indonesia

Experience

Education Record

Junior High School : SMPN 1 Sedati
Senior High School : SMAN 1 Sidoarjo
Bachelor Degree : Politeknik Elektronika Negeri Surabaya (PENS) | Telecommunication Engineering
Master Degree : Institut Teknologi Sepuluh Nopember Surabaya (ITS) | Computer Science

Organization & Internship Experience

2012 - 2013 | Member of SKI SMAN 1 SIDOARJO
2013 - 2014 | General Treasurer of SKI SMAN 1 SIDOARJO
2016 - 2017 | Junior Staff of UKKI PENS | Mentoring Department
2016 - 2017 | Junior Staff of BEM PENS | Internal Department
2017 - 2018 | Head Ministry of BEM PENS | Internal Department
March - May 2018 | PT. PAL Indonesia | Network Infrastructure & Installation

Training & Certification

2015 | Latihan Keterampilan Manajemen Mahasiswa Pra-Tingkat Dasar
2016 | Latihan Keterampilan Manajemen Mahasiswa Tingkat Dasar
2016 | Sekolah Mentor 1 UKKI PENS
2016 | Sekolah Mentor 2 UKKI PENS
2016 | Intensif An-Nahl (INTAN) UKKI PENS
2016 | Matrikulasi Staff BEM PENS
2017 | Latihan Keterampilan Manajemen Mahasiswa Tingkat Menengah
2017 | Sekolah Mentor 3 UKKI PENS
2017 | Upgrading BEM PENS
2017 - id.connect | Hello Digital Inspiration Conference | Certificate of Attendance
2018 - BNSP | Access Network Coverage Planner | Certificate of Competence
2019 - HIMA TELKOM & DSI JATIM | Data Science Seminar & Workshop | Certificate of Attendance
2019 - ITS | Tes Potensi Kemampuan Akademik (TPKA) | Certificate of Completion - 525(65)
2021 - ITS | English as a Foreign Language (EFL TEST) | Certificate of Completion - 513

Researches & Publications

PENS - FINAL PROJECT | Multi-dimensional Scaling Method for Tracking Teenager Group Activity on Crowded Place in Real-Time Based on Data Sensor of Mobile Device
ITS - THESIS | The Development of Feature Selection and Data Reduction Based on Feature Importance Ranking and Local Outlier Factor for Increasing The Detection Performance in A Network
Conference - IC2IE | Feature Importance Ranking for Increasing Performance of Intrusion Detection System
Journal - INASS | ANOVA-SVM for Selecting Subset Features in Encrypted Internet Traffic Classification
Journal - SPRINGER | A hybrid machine learning method for increasing the performance of network intrusion detection systems

Data analyst, data scientist, business intelligence analyst and machine learning project

[Python - Image Searching / Retrieval]
A machine learning project to retrieve image from a set of images with face recognition concept.
Source code

[Python - Traffic Classification]
A machine learning project to classify encrypted traffic classification.
Source code

[Python - IDS attack prediction]
A machine learning project to predict whether normal / attack activity.
Source code

[Python - Brain Skull Segmentation]
A machine learning project for segmenting the brain skull.
Source code

[Python - Data preprocessing fundamental]
A basic project to learn about data preprocessing.
Source code

[Python - Web Scraping]
Web Scraping with BeautifulSoup.
Source code

[Python - Sales analysis]
Data analysis project in Sales Data.
Source code

[Python - Data Visualization]
Basic data for Data Visualization.
Source code

[Python - Weather Analysis]
data analysis project for weather data.
Source code

[Python - Cars Analysis]
data analysis project for car data.
Source code

[Python - Police Analysis]
data analysis project for police data.
Source code

[Python - Covid Analysis]
data analysis project for covid data.
Source code

Learning from the basic

[Laravel - Basic CRUD]
A basic CRUD project with laravel SQL & NoSQL database.
Laravel SQL MariaDB Laravel NoSQL MognoDB

[Basic - Basic Code Programming]
Basic code of several programming language.
OOP with C++ Javascript Python Go CSS NodeJs ReactJS

[Python - Tic Tac Toe]
Create tic tac toe games.
Laravel SQL MariaDB

[Python - Guess Number]
Guess the number.
Guess Number

[Python - Rock Paper Scissor]
Rock Paper Scissor Game.
Rock Paper Scissor

[Python - Hangman]
Hangman Game.
Hangman

Achmad Megantara