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sandicool0101

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Mengatasi masalah tanpa masalah



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Always give you the best services. please contact us if you need more information : 085732786462



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naluryz

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simple person



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arif_hermawan

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Saya bekerja di salah satu instansi pemerintahan sebagai Network Administrator.

Dalam keseharian yang saya lakukan adalah melakukan update aplikasi, remote ke server (Linux), maintenance dan monitoring server. 

Saya masih baru di project.co.id , saya berharap skill atau kemampuan / keahlian yang saya miliki dapat bermanfaat bagi orang lain.





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fakhrimal

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M.Gamal_R.H

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mhmda8

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yuliar

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saya bisa video editing, foto editing, IT, Networking, Autocad 2D, perbaikan komputer instal ulang dan instal software yg diperlukan serta pemeliharaan.



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Dhikarachmann

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202001245e2a9843343b5.jpg



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searover

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My recent experience as a member of the information security sub-team - CSIRT for approximately 2 years. Designing and compiling Information Security Management System (ISMS) policies based ons ISO/IEC 27001:2022, collaborating with BSSN regarding ITSA IT assets in the organization, providing an overview of the organization's current information security such as the IT Asset Risk Register and experience in technical training Cyber Security Incident Response, competent in the area of Penetration Testing with qualification Junior Penetration Tester, and competent in the area of Security Operation with qualification Level 1 Security Operation Center Analyst by Indonesian National Cyber and Crypto Agency, basic network security analysis, Cybersecurity Analyst and Security Operation Center (SOC) Analyst, Certified in Cybersecurity by ISC2, Cybersecurity Essentials by Cisco Networking Academy etc.

My recent experience as a Machine Learning (ML) Engineer for 2 years has made me familiar with ML methodologies, namely data preprocessing, training phase, and testing phase. In data preprocessing, it can be ascertained that data cleaning, data transform and feature selection have been carried out so that they can be implemented in model building at the training phase. After obtaining the most suitable model, a final model is made, then the final model is applied in the model evaluation at the testing phase, the results of which can be measured by metrics. My thesis is about the Development of Machine Learning-Based Intrusion Detection System.

My experience as a Software Engineer/Developer for 3 years has made me familiar with software development both front end with HTML, CSS and Javascript and back end with PHP framework and MySQL, Oracle and PostgreSQL databases. When I was a System Analyst for 10 years, I also made the scope of API and database development and directed vendors in designing according to application needs, including using the API Management System and changing the repository from SVN to Git and implementing CI/CD using Jenkins. In both roles I also bridge the needs of internal users and ensure the successful implementation of the application by the vendor. When creating ToR for IT projects, also conduct research on the development of IT technology that will enhance system capabilities according to EA with an understanding of the architecture of Business Processes, Data, Applications and Infrastructure.

Experiences

Jan 2006 - Current

Machine Learning Engineer and Back End Developer at Projects.co.id, Fastwork Technologies Indonesia (Freelance)

As a Machine Learning Engineer or Data Scientist:

  • Discuss topics, manual calculations, references, stages, goals, and datasets with end users
  • Implement data preprocessing, model building, model evaluation, data visualization and result output based on the results of the discussion

Projects

  • Convert Model Tf Lite Into Smaller Size

Image classification uses Resnet 50 and reduces the saved model size to 40 MB

  • Named-entity Recognition NLP Crime News

Named-entities only on location and time (date) using spaCy

  • Sentiment Analysis and Clustering for Essay Opinions and Comments (Literary Works)

Sentiment analysis uses SVM, previously labeled data using lexicon, and clustering using K-means

  • Sentiment Analysis of Twitter Data

Sentiment analysis of twitter data uses Naive Bayes by calculating the probability of words in one sentence to produce positive or negative conclusions

  • Data Analysis using Google Collab

Analyzing data to know probability and implement manual calculation

As a Back End Developer:

  • Discuss user requirements with end users
  • Seeing the level of complexity of the existing system according to user requirements
  • Implement solutions to models, views, and controllers according to business processes on problematic web application features (modules)

Projects

  • Adding Function in Laravel 8 Framework

Implementation of Expert System Algorithm in to function

  • Integration and Implementation API SiCepat and J&T

Implement delivery process at ecommerce platform

  • API modification

Add an external object to existing API

As a System Engineer:

  • Configuring the Linux web server so it is ready to be used for web application
  • Configuring HAproxy for Linux web server
  • Configuring Maria DB, MySQL, Oracle DB, and PostgreSQL databases on Linux servers
  • Migration of web applications and databases to Linux servers
  • Perform tuning or optimizing of Linux server capabilities for web servers
  • Maintenance, patching, update Linux web server, reverse proxy/HA server, and web application

Projects

  • Configure load balancer HAProxy in RHEL or Centos 7
  • Monitoring nodes that have been configured with HaProxy
  • Configure nginx server as reverse proxy + SSL
  • Configure apache server as nginx reverse proxy destination node
  • Configure PHP-FastCGI Process Manager (fpm) to maximize the use of server resources so that the application runs optimally

Jun 2023 - Present

Cyber Security Incident Response and Recovery

  • Conducting detection and identification of cyber attacks
  • Conducting incident triage including assessing the impact and priority of incidents
  • Conducting analysis and finding security gaps that cause cyber incidents
  • Taking corrective actions to address cyber incidents
  • Conducting security gap repairs (hardening) to prevent incidents from recurring
  • Conducting security audits or assessments
  • Conducting risk analysis
  • Providing proposals regarding the provision of warnings (alerts and warnings)


Feb 2021 - Nov 2021

Development of Machine Learning-Based Intrusion Detection System Methods at the Feature Selection, Class Balancing, and Ensemble Learning Stages [Master Thesis]

Researcher

Abstract: The risk of cyberattacks is directly proportional to the growth of applications and computer networks. An Intrusion Detection System (IDS) is implemented to detect cyber attacks in network traffic. However, there are problems detecting unknown attacks or new types of attacks. In addition, there are performance issues regarding detection time, detection accuracy, and false alarms. A machine learning approach takes anomaly detection in network traffic to reduce these problems. The development and utilization of IDS with machine learning have been applied in several studies to improve performance and evaluate attack detection predictions. Choosing the right machine learning approach is necessary to improve the accuracy of cyberattack detection. This research uses a homogeneous ensemble learning method that optimizes tree algorithms, especially gradient boosting tree - LightGBM. The Communications Security Establishment and Canadian Institute of Cybersecurity 2018 (CSE-CIC-IDS 2018) dataset evaluated the proposed approach. The Polynom-fit SMOTE (Synthetic Minority Oversampling Technique) method solved the dataset imbalance problem. The application of spearman's rank correlation coefficient method to the dataset resulted in 24 subset features of the 80 dataset features used to evaluate the model. The proposed model achieves 99% accuracy; precision 99.2%, recall 97.1%; F1-score 98.1%; ROC-AUC 99.1%; and an average-PR of 98.1% and increased the training time of the model from 3 minutes 25.10 seconds to 2 minutes 39.68 seconds.

Keywords : Intrusion Detection System, oversampling, feature selection, homogeneous ensemble learning, CSE-CIC-IDS 2018


Feb 2021 - Jul 2021

Anomaly Intrusion Detection System Based On Homogeneous Ensemble Learning with Oversampling and Feature Selection [Conference Paper]

Researcher

Abstract: The risk of cyberattacks is directly proportional to the growth of applications and computer networks. The Intrusion Detection System (IDS) detects anomalies in network traffic to reduce this risk. A machine learning approach is needed related to this. The development and utilization of IDS with machine learning have been applied in several studies. Choosing the right machine learning approach is needed to improve cyberattack detection. In this study, we used a homogeneous ensemble learning method that optimizes the tree algorithm. The Communications Security Establishment and Canadian Institute of Cybersecurity 2018 (CSE-CIC-IDS 2018) dataset were used to evaluate the proposed approach. The Polynom-fit SMOTE (Synthetic Minority Oversampling Technique) method was used to resolve the imbalanced dataset problem. 23 feature subset results from the application of feature selection on the dataset were used to evaluate the model. The proposed model achieved 99% accuracy; 99,2% precision, 97,1% recall; and 98,1% F1-score.

Keywords: intrusion detection system, oversampling, feature selection, homogeneous ensemble learning, CSE-CIC-IDS 2018


Jul 2012 - Dec 2013

Frontend Developer at Wowrack Indonesia

Implement backend API to Wowrack customer portal

  • Discuss methods of API module with System Analyst and Back End Developer
  • Implementing business processes based on methods from the API module on each web application feature with a web design framework (Bootstrap)
  • Ensure every feature of the web app runs properly

Projects

  • Customer Portal Wowrack [customer.wowrack.com, customer.wowrack.co.id]


Mar 2011 - Mar 2012

System Analyst at PT Codecon

Analyzing desktop-based information systems with Oracle database for migration to web-based information systems

  • Discuss user requirements with business owner
  • Create ERD and tables according to the business process discussion results
  • Describing business processes into modules
  • Discuss and deliver business processes per module with Back End Developer

Projects

  • Staffing Information System the local goverment Klaten


Jan 2009 - Dec 2009

Frontend Developer at KYS Techno Solution

Flash developer & front end developer with PHP

  • Discuss user requirements with Back End Developer
  • Prepare web pages according to business processes so that they can be processed by Back End Developers
  • Make sure the web page comply with UI/UX rules
Project

  • Website Dinas Kesehatan Kepulauan Riau


Jan 2008 - Dec 2008

Back End Developer at JogjaCamp

Develop information system, company profile web based with PHP framework

  • Discuss user requirements with Business Analyst
  • Create ERD and tables according to the business process discussion results Implementing business processes on every feature of the web application on the web design as a result of the web designer
  • Ensure every feature of the web app runs properly

Projects

  • Website Denafa Catering
  • Website FIB UGM
  • Website Ikatan Alumni ITB


Skills

  • Intermediate - Security Operations Center
  • Intermediate - Cybersecurity Analyst
  • Intermediate - Penetration Testing
  • Intermediate - Intrusion Detection
  • Intermediate - Computer Networking
  • Novice - Security Engineering
  • Advanced - Research
  • Advanced - Scientific Research
  • Advanced - Research and Development
  • Intermediate - Artificial Intelligence
  • Intermediate - Machine Learning, Deep Learning
  • Novice - Artificial Neural Network
  • Advanced - Python3 including NumPy, Sklearn, Matplotlib, and SciPy - Scientific Computing and Data Science
  • Intermediate - PyTorch
  • Intermediate - Pandas
  • Intermediate - Data Science (Data Analysis, Data Visualization)
  • Intermediate - Data Analytics
  • Intermediate - Python Programming Language
  • Intermediate - Engineering Sciences Problem Solving
  • Intermediate - Information Technology
  • Intermediate - Cyber Security
  • Intermediate - Application Security
  • Intermediate - Information Security
  • Basic - DevOps
  • Intermediate - Network Security
  • Basic - Network Administration
  • Advanced - Instrusion Detection
  • Intermediate - Vulnerability Assessment
  • Novice - Penetration Testing
  • Intermediate - Incident Response
  • Intermediate - MikroTik Certified Network Associate
  • Intermediate - Analytical Skills
  • Advanced - Teamwork
  • Intermediate - VMware Workstation 11
  • Advanced - Linux Server
  • Intermediate - Linux Server Administration
  • Advanced - Software Development Life Cycle
  • Advanced - System Analysis, Design and Implementation
  • Novice - Continuous Integration and Continuous Delivery (CI/CD)
  • Advanced - Object Oriented Programming
  • Basic - .NET Framework
  • Novice - Java
  • Novice - Go Programming Language
  • Advanced - RESTFul APIs/Web Services
  • Intermediate - Functional/System Integration Testing
  • Advanced - PHP
  • Intermediate - Back End Development
  • Intermediate - Laravel PHP Framework
  • Intermediate - CodeIgniter 4
  • Intermediate - Database Query
  • Intermediate - Oracle SQL
  • Advanced - MySQL Database
  • Intermediate - PostgreSQL


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Syalalala

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Saya mahasiswi tingkat akhir yang sedang mengerjakan skripsi dan mencari uang tambahan untuk biaya wisuda




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rudiawanedwin

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  • Master Kimia dari ITB, ahli dalam analisis kimia baik klasik maupun instrumental. Berpengalaman lebih dari 10 tahun mengajar Kimia di SMA dan dosen Analisis Kimia dan Kimia Analitik di Perguruan Tinggi.
  • Berpengalaman dalam Percetakan Sekuriti baik desain cetak maupun teknik cetaknya.
  • Memiliki keahlian dan pengalaman yang mendalam pada teknologi Komputer, Networking dan Networking Security, khususnya dengan menggunakan Mikrotik dan Ubuntu Server, seperti: Pembangunan dan pengembangan VPN, pengembangan dan aplikasi firewall (blokir bruteforce, flooding, virus, worm dll), membangun server-server Cloud (ownCloud), proxy (Squid), Apache, nginx, mysql, beserta control (menggunakan Zabbix) dan administrasinya (menggunakan Webmin).
  • Produktif dalam pembuatan aplikasi berbasis web (PHP) dan Android.
  • Memiliki usaha sampingan desain interior dan woodworking dengan fasilitas lengkap (termasuk CNC Router 4-axis 70cmx130cm).
  • Gemar melakukan riset dan pengembangan teknologi berbasis Arduino dan IoT


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irwan_tea

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apriant

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Mathijs_Constantin

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Hi, I am Mathjis. Software engineer from Belgium. I am currently working as Java Developer in Port of Antwerp 

I have experiences with apps and I make it quickly. I can make website app, mobile app and software app. I am quite proffesional working with my projects. 

my skills are  Java, C#, .NET, ASP.NET, Android, HTML & CSS, Javascript, MySQL, Angular, jQuery, Ionic, Vue

I will talk more about what i have made in detail in private. 

Thank you so much for giving your time to read this and please take it easy on me, i am open for questions to ask on my work and what i can offer, so feel free to reach out :) 

-

-

Hai, saya Mathjis, Software engineer dari belgia, saya sekarang sedang bekerja sebagai Java Developer di Port of Antwerp. 

Saya memiliki pengalaman dengan aplikasi dan saya membuatnya dengan cepat. Saya dapat membuat aplikasi situs web, aplikasi seluler, dan aplikasi perangkat lunak. Saya cukup professional dalam mengerjakan projek-projek saya. 

keahlian saya adalah Java, C #, .NET, ASP.NET, Android, HTML & CSS, Javascript, MySQL, Angular, jQuery, Ionic, Vue

Saya akan berbicara lebih banyak tentang apa yang telah saya buat secara pribadi.

Terima kasih banyak telah memberikan kesempatan dengan membaca ini. jika ada pertanyaan yang ingin ditanyakan, jangan sungkan:) 

saya memiliki banyak pengalaman dengan perushaan besar seperti port of antwerp di belgia. 

dan saya sudah mengerjakan berbagai macam aplikasi untuk perushaan-perushaan besar berskala internasional. 

berikut adalah cv karir saya. 
Riwayat Pendidikan  (Education)                  
High school: IT and Networking, Sint-Ursula Lier

University: Applied informatics (Application Development), Karel de Grote

Pengalaman kerja (Working Experience)                         

Carrefour - Inventory (1 day)

Mivas - Packing (12 days)

De Mol - Barman (nov 2014 - jan 2016)

STS Computers - Computer repairing (2 weeks) Microsur - Foreign internship in Sevilla, Spain (3 weeks) Hospital Lier - Sterilizing, HR, IT (3 months)

Phlippo Showlights - Input PC (2 weken)

CODIUM (Bangkok, Thailand) - Angular Developer (2 months)

BitzFactory - Developer (.NET Core, Angular, Vue)

Port of Antwerp - Java Developer 



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frontierz

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Mengisi waktu luang, setelah resign sebagai SPV Data Center & DB Administrator di salah 1 perusahaan ternama di jakarta.




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BudimanL

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Joseph11

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Lingkaran cahaya!!! 

nama saya 



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Bagusputra_21

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Hai. Saya Bagus. Mahasiswa aktif di POLINEMA sekaligus Freelancer, dan Vectorist.
Saya juga gemar dalam bidang Musik, Cover lagu, Mixing, dll.

Adapun software yg saya kuasai yakni
    -Ms. Office,
    -CorelDraw,
    -FL Studio.

Dengan kemampuan yg saya miliki, saya bersedia membantu proyek anda.

Terimakasih...



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arifandrian01

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Hy..

Perkenalkan saya arif andrian,

bagi yang memiliki project network dan server bagi2 ya infonya.. dari 0 siappppp bosque



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ilham1504

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Hanif151

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syah_story

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Online Freelancer



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Priscillia

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Semangat Pagi!

Perkenalkan nama saya Prisca. Saya seorang Sr. Commercial Analyst di suatu perusahaan swasta. Saat ini tertarik untuk mengambil side hustle untuk pengembangan diri, terutama di era digital seperti saat ini.
Pada dasarnya saya dapat membantu pekerjaan Bapak/Ibu dengan ilmu yang saya miliki seperti : Ms. Office (Excel, Power Point, Word), Canva, Marketing Plan, Business Plan, Contract Management, Translation English to Indonesia (vice versa), etc.

Sebagai referensi Bapak/Ibu, berikut beberapa pengalaman yang saya miliki :

1. Marketing & Business Development selama 3 tahun. Melalui pekerjaan ini, saya  memahami ilmu dan strategi marketing & bisnis. Terbiasa membuat komunikasi dengan orang banyak, Marketing & Business Plan, Budgeting Plan, Research & Analyzing, etc.
2. Assistant Marketing Manager selama 3,5 tahun. Melalui pekerjaan ini, saya dapat belajar Strategic Marketing Plan, Marketing & Business Plan and Presentation, Risk & Mitigate in Marketing & Business, etc.
2. Sr. Commercial Analyst selama 2,5 tahun (sampai sekarang). Melalui pekerjaan ini, saya memahami How to make a proper Contract/Agreement, Legal Basic, Risk & Mitigate Plan, Risk Matrix, mengukur suatu contract compliance (analyze), Critical thinking, Negotiate, Translation, etc.
3. Pencetus & Pengelola beberapa online shop dalam berbagai industri (Jasa & Barang). Bisa dicek pada @the.racepack, @bento_betta189, @tokobayigenius. Melalui online shop ini, saya mendapat ilmu desain logo, produk or make an advertisement. 
4. Suka menulis, tetapi tidak pernah dipublish.
5. Dan lain - lain.

at the end, harapan saya melalui projects.co.id ini, saya mendapat ilmu baru dan networking dengan Bapak/Ibu sekalian.

Besar harapan saya, saya dapat membantu project Bapak/Ibu.

Terima kasih.

Salam Hormat,
Prisca.


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setiadisaputra

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