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Aqeela Fathya Najwa

Data Analyst | Data Enthusiast

"Where curiosity meets data - building insights, driving change."

Hello, I am Keyla! Passionate about transforming data into actionable insights, with a background in data science and experience in business intelligence and project coordination.

profile-picture

About Me

A brief introduction

I'm a fresh graduate from Telkom University with a degree in Data Science, graduating with Cum Laude honors (GPA 3.81/4.00). My journey in data science has been enriched by hands-on experience as a Data Analyst Intern at PT Pelita Air Service and Telkom University, where I transformed raw data into actionable insights through interactive dashboards and comprehensive analytics.

As a Teaching Assistant for 4 semesters, I've guided over 100+ students through complex technical concepts in AI, Operating Systems, and various foundational computing courses. This experience has sharpened my ability to communicate complex ideas clearly and work collaboratively in diverse teams.

Beyond technical skills, I'm deeply passionate about leveraging data to drive meaningful change. I've published 2 international papers on machine learning applications in healthcare and received the Best Presenter Award at an international conference. I'm actively seeking opportunities in data analytics, business intelligence, and management trainee programs where data plays a strategic role.

📝
2
International Publications
👥
100+
Students Guided
🎯
4
Semesters Teaching
🏆
Best
Presenter Award

Education

My academic journey

🎓

Bachelor of Data Science (S.Si.D.)

Telkom University

GPA: 3.81/4.00 – Cum Laude

Sept 2021 – Feb 2025

Bandung, West Java, Indonesia

🎓 Academic Involvement:

  • Teaching Assistant for 6 courses
  • Laboratory Assistant (AI, OS, OOP)
  • Capstone Project Committee
  • Accreditation Representative
  • Paper Revision Committee (2 conferences)
  • Abdimas at SMA Negeri 12 Bandung

🏆 Academic Achievements:

  • 2 International Publications (IEEE & JCSE Scopus)
  • Best Presenter Award at ICICyTA 2024
  • Completed projects in ML, Data Viz, BI
🏫

SMA Negeri 12 Bandung

High School

July 2018 – May 2021

Bandung, West Java, Indonesia

🎭 Activities & Involvement:

  • Band and Percussion Organization
  • Multiple percussion performances
  • Event organizing & PR committees

📋 Organizational Roles:

  • Vice Coordinator PR – KIAS 2020
  • Staff PR – HARPUN 2019
  • Staff Event – Iftar KREMS 2019
  • Coordinator Fundraising – GL 2019
  • Staff PR – GL 2019
  • Staff Publication – KIAS 2019

🏆 Achievement:

🥇 1st Place – Storytelling Competition

PORAK (Pekan Kreativitas Siswa)

Performed "Malin Kundang" story

Experience

My professional & organizational journey

🔥

Data Analyst Intern

Sept 2025 - Present

PT Energi Negeri Meusenia (ENERMA)

South Jakarta | Remote

✈️

Data Analyst Intern

Jul 2024 - Sept 2024

PT Pelita Air Service

Central Jakarta | Onsite

💻

Practicum Assistant

Feb 2024 - Jun 2025

Informatics Lab - Telkom University

3 Courses: AI, OS, OOP

Bandung | Onsite

📚

Data Analyst Intern

Jan 2024 - Feb 2024

PT Pelita Air Service

Central Jakarta | Onsite

👩‍🏫

Teaching Assistant

Sept 2023 - Jan 2025

Telkom University

6 Courses, 4 Semesters

Bandung | Onsite

🎓

ML Path Member

GDSC Telkom University

Dec 2023 – Jun 2025

Participated in machine learning workshops and collaborative projects

📜 View Certificate
📋

Secretary I

PERMIDSI 2024

Nov 2023 – Feb 2024

Managed administrative tasks and coordination for annual data science event

📜 View Certificate
🔬

Laboratory Member

Big Data Lab

Aug 2023 – Dec 2024

Conducted research and assisted in big data analytics projects

📜 View Certificate
🎪

Student Committee

GALAKSI 2023

Sep 2023 – Dec 2023

Organized campus-wide events and managed student activities

📜 View Certificate
🤝

Coordinator

PKKMB DS 2023

Aug 2023 – Sep 2023

Led orientation program for new data science students

📜 View Certificate
💥

Liaison Officer

PKKMB Telkom

May 2023 – Oct 2023

Facilitated communication between committees and participants

📜 View Certificate
🎯

PIC

PERMIDSI 2023

Jan 2023 – Mar 2023

Person in charge for specific divisions in the event

📜 View Certificate
✏️

Secretary I

Formatur HIMA DS

Nov 2022 – Feb 2024

Administrative secretary for Data Science student association formation

📜 View Certificate
📝

General Secretary

FEEDS 2022

Nov 2022 – Dec 2022

Handled overall secretarial duties for faculty event

📜 View Certificate
🎭

Event Staff

PERFECT PERMIB

Nov 2021 – Jun 2022

Supported event execution and coordination activities

📜 View Certificate
📋

General Secretary

PKKMB DS 2022

Jul 2022 – Sep 2022

Managed documentation and administrative processes for orientation program

📜 View Certificate

Publications

Research contributions to the community

📝

Enhancing Multiclass Classification of Child Nutritional Status

December 17, 2024 | Added to IEEE: March 11, 2025

IEEE ICICyTA 2024 🏆 Best Presenter

Using KNN and Random Forest with SMOTE

First Author & Presenter

🔗 IEEE Xplore Link

📄 DOI: 10.1109/ICICYTA64807.2024.10912991

📄

Enhancing Stunting Prediction for Indonesian Children

Published: February 4, 2025

JCSE Scopus-Indexed Vol. 18, No. 4

Using ML with SMOTE Data Balancing

First Author

📄 DOI: 10.5626/JCSE.2024.18.4.203

pp. 203–213

Featured Projects

Real-world solutions I've built

❤️

Heart Disease Classification

Random Forest with Evolutionary Boosting achieving 86.67% test accuracy

AutoML Random Forest
👶

Child Nutrition Classification

Multiclass model with SMOTE achieving 97.59% accuracy

KNN SMOTE
⛏️

Mining BI Dashboard

Real-time coal production monitoring for PT Kamalindo Sompurna

Power BI Real-time
🛒

Marketplace UI/UX

High-fidelity design for Telkom University students marketplace

Figma UI/UX
💻 Explore More on GitHub 💼 View Projects on LinkedIn

Certifications & Training

Continuous learning journey

🌟

2025

Latest Achievements

📚 Digital Talent Scholarship 2025

Kementerian Komunikasi dan Informatika Republik Indonesia

💼 Fundamental Data Analyst 📊 BI Analyst 🎯 Wawasan Karir 🔬 Pengenalan Data Science

📖 DQLab Courses 2025

17 Courses Completed

📚

2023

15+ Certifications

🎓 Multiple Platforms

DQLab, Cognitive Class, MySkill, RevoU

💼

2022

Google Specialization

🏅 Google Career Certificates

IT Support Professional Certificate

Achievements & Awards

Milestones I'm proud of

🏆

Best Presenter Award

2024

The 4th ICICyTA 2024

International Conference on Intelligent Cybernetics Technology & Applications

🥇

1st Place Story Telling Competition

High School

PORAK - Pekan Kreativitas Siswa

Story: Malin Kundang

🎓

Accreditation Representative

2024

Data Science Program

Selected to represent in program accreditation assessment

💼

Entrepreneurship - Basreng Business

University Period

Treasurer - Team of 10

Achieved significant revenue & sales targets

📝

Revision Team Committee

2025 & 2024

International Conferences

ICoDSA 2025 & ICICyTA 2024

Skills & Expertise

Technical and soft skills I bring to the table

💼 Hard Skills

  • Data Analytics and Visualization
  • Machine Learning
  • Statistical Analysis
  • Business Intelligence
  • Database Management (MySQL)
  • Programming (Python)
  • Project Management

🛠️ Tools & Platforms

  • Tableau
  • Power BI
  • Looker Studio
  • Microsoft Office (Word, Excel, PowerPoint)
  • Google Workspace (Docs, Sheets, Slides)

🧠 Soft Skills

  • Analytical and Strategic Thinking
  • Work Under Pressure
  • Communication and Collaboration
  • Problem Solving
  • Adaptability
  • Attention to Detail
  • Time Management

🌐 Language Skills

🇮🇩 Bahasa Indonesia
Native
🇬🇧 English
Limited Working Proficiency • TOEFL ITP: 500
📄 View Certificate

Let's Connect

From code to communication, if it's meaningful, I'm in.

Whether it's dashboards, development programs, or just digital small talk – feel free to say hi! 👋
I'm always excited to collaborate on meaningful projects and connect with fellow data enthusiasts!

📧

Email

aqeelafathya@gmail.com

💼

LinkedIn

linkedin.com/in/aqeelafn

💻

GitHub

github.com/aqeelafn

📸

Instagram

@keylaqn

📱

Phone

(+62) 838 2166 6208

📍

Location

Bandung, West Java

Let's Build Something Amazing Together! ✨

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Whether you need data insights, analytics solutions, or just want to chat about data science – I'd love to hear from you!