Hola!

M. Febryan Khamim

Data Analyst | AI Engineer

I uncover hidden patterns from raw data and transform them into meaningful insights. Driven by my passion for Machine Learning, I am ready to create meaningful benefits for society!

Get to know:

About Me

I am a final-year Mathematics Undergraduate Student at Institut Teknologi Sepuluh Nopember (ITS), with a GPA of 3.75 / 4.0, navigating the intersection of data, logic, and real-world impact.

Proficient in analyzing data using Excel and Python, extracting valuable insights, and presenting them through interactive dashboards in Power BI to communicate clarity and purpose.

Beyond analysis, I leverage Python to build Machine Learning models, turning data into predictive intelligence that can create tangible value for society. Currently, I have completed 3+ Machine Learning projects that focus on transforming data into predictive and meaningful solutions.

3.76 GPA / 4.0
3+ ML Projects
2+ Years Teaching
1000+ Students Taught
Machine Learning Data Analyst Python Power BI

Skills & Expertise

Data Analytics

SQL Server Excel Python Power BI Spreadsheet Power Designer

Creative Design

Figma CapCut Canva

Media & Journalism

Content Writing Journalism Visual Documentation Reporting Editing Interview SEO

Tools & Others

Git Vercel LaTeX MatLab Java

What I've Done

My Experiences

Exchange Student

Global Project-based Learning (GPbL), Japan

Sep 2025
  • Participated in a short program exchange in Computer Science Department
  • Collaborated with international teams on data science projects
  • Presented research findings in front of 30+ international students

Lecturer Assistant

Sub-Directorate of Common Lectures Coordination (SKPB) ITS

Aug 2023 - now
  • Assisted Calculus and Mathematics courses for undergraduate students
  • Teaching over 1.000 students for 2 years++
  • Discussing topics on linear functions, calculus, matrices, and many more

Data Analyst Intern

Badan Pusat Statistik (BPS) Kota Blitar

Jan 2025
  • Collected agricultural production data through direct field surveys
  • Performed data entry, validation, and management using Microsoft Excel
  • Processed and analyzed Blitar City rice production data and developed ARIMA forecasting models to predict future production trends
  • Applied K-Means Clustering to identify economic pattern, achieving a Davies-Bouldin Index (DBI) of 0.19499, indicating strong cluster quality

Laboratorium Assistant

Programming and Visual Computing Laboratory

Sep 2024 - Jun 2025
  • Assisted Algorithm and Programming courses for 30+ undergraduate students
  • Delivered explanations for 15+ modules on algorithms and programming courses
  • Assessed and evaluated the performance of 30+ students

Journalist

ITS Online - ITS Media Center

Nov 2022 - now
  • Produced 93+ news articles through comprehensive coverage and writing of institutional events
  • Edited and Refined 68+ news articles, ensuring clarity, accuracy, and adherence to edtiorial standards
  • Reached 256.000+ audience views through published content

ITS Online - ITS Media Center

Public Relations ITS

Nov 2022 - now
Managing Editor (Vice Head) Feb 2025 - Feb 2026
  • Initiated and led 32+ weekly editorial strategy meetings to drive content planning and team alignment
  • Coordinated the execution of 16+ editorial programs and newsroom agendas
  • Developed and delivered 4 quarterly performance reports for 25 reporters
Secretary & Treasurer Nov 2023 - Feb 2025
  • Managed and supervised editorial financial administration over 16-month period
  • Prepared and distributed monthly financial reports for 35 editorial team members
  • Administered official correspondence and document management, including drafting and archiving administrative records

Bidikmisi dan KIP-K ITS (BIMITS)

Institut Teknologi Sepuluh Nopember (ITS)

Feb 2023 - Dec 2024
Head of Media and Information Department Jan 2024 - Dec 2024
  • Led and supervised a team of 13 in developing and strengthening organizational branding initiatives
  • Formulated long-term content planning strategies to ensure consistent and impactful communication
  • Ensured quality and consistency of publications across official organizational media channels
Staff of Media and Information Department Feb 2023 – Dec 2023
  • Developed content briefs as strategic guidelines for visual design production
  • Collaborated with the design team to ensure alignment and coherence of visual concepts
  • Produced graphic design assets tailored to stakeholder needs and requirements

What I've Earned

My Certifications

Python for Data Science and Machine Learning Certificate

Udemy Course

Covers data analysis, preprocessing, and the implementation of 10+ machine learning models, including basic NLP and neural networks.

View Certificate β†—

Microsoft Excel Specialist

KarirNex

Certification in Microsoft Excel Fundamentals Bootcamp, covering essential Excel skills including data management, formulas and functions, pivot tables, and basic VBA macros.

View Certificate β†—

Bootcamp Data Analyst

KarirNex

Certification in Data Analytics Fundamentals, covering Excel, SQL, Python, Google BigQuery, Google Colab, systematic data analysis, data collection and cleaning, data processing, and dashboard development using Google Looker Studio.

View Certificate β†—

Understanding Data

MySkill

Certification focused on fundamental data concepts, including data understanding, interpretation, and the application of data to support analytical decision-making.

View Certificate β†—

On the Job Training Reporter

ITS Online

Professional certification in foundational journalism, covering photography, news writing, and official event coverage.

View Certificate β†—

Basic Media Schooling Certificate

HIMATIKA ITS

Certification focused on foundational training in media and digital communication including design principles, copywriting, and website development.

View Certificate β†—

Advance Media Schooling Certificate

FSAD ITS

Certification focused on advance training in media and digital communication including design principles, copywriting, and website development.

View Certificate β†—

What I've Written

My Blogs

ITS News

Ungguli Kampus Top Dunia, Barunastra ITS Kembali Berjaya di Amerika

Reporter

Tim Barunastra ITS berhasil menjuarai International Roboboat Competition (IRC) 2024 di Florida, AS.

Read More β†—
Medium

Dilema Tanah Rantau atau Kampung Halaman?

Writer

Bekerja di kota kelahiran, dengan kesempatan terbatas, atau merantau, jauh dari orang tua?

Read More β†—
ITS News

Komitmen ITS Cetak Lulusan Unggul lewat Program Joint Degree

Reporter

ITS merancang program joint degree untuk mencetak lulusan unggul.

Read More β†—
Opini

Politik Mercusuar, Gagasan Revolusioner Sang Proklamator

Reporter

Politik Mercusuar yang digagas Ir. Soekarno

Read More β†—
Medium

Ant Colony Optimization : Perilaku Semut Menemukan Jalur Terpendek

Writer

Ant Colony optimization adalah algoritma metaheuristik yang terinspirasi dari kemampuan koloni semut dalam menemukan jarak terdekat antara letak sarang dengan lokasi makanannya.

Read More β†—
ITS News

Manfaatkan AI, Doktor ITS Kembangkan Metode Pengenalan Aktivitas Manusia

Reporter

Doktor lulusan ITS Dr Ir Endang Sri Rahayu MKom meneliti Human Motion Analysis berbasis AI

Read More β†—
ITS News

ITS Terima Hibah Bus dari PT SPS sebagai Upaya Perkuat Kemitraan Riset

Redaktur

ITS menerima hibah unit bus dari PT Sun Paper Source (SPS) sebagai wujud dukungan industri terhadap dunia pendidikan.

Read More β†—
Medium

Kereta yang Tak Menunggu

Writer

Perjalanan di kereta api merupakan perumpamaan yang tepat untuk kehidupan yang kini tengah dijalani.

Read More β†—
ITS News

Sinergi dengan STIP Jakarta dan BMKG, ITS Luncurkan Program Doktoral

Redaktur

ITS bersinergi dengan Sekolah Tinggi Ilmu Pelayaran (STIP) Jakarta dan Badan Meteorologi, Klimatologi, dan Geofisika (BMKG).

Read More β†—

What I've Built

My Projects

Machine Learning

Clustering Algorithm for Grouping Cities based on the Smart City Index

Member

A Comparative Analysis of K-Means, Hierarchical Clustering, and Gaussian Mixture Models for Clustering Cities Using 8 Smart City Indicators

Python Scikit-learn Pandas NumPy Matplotlib LaTeX
Database

Perpustakaan LiterAsik

Database Designer

Designed the CDM, LDM, and PDM, implemented the resulting database structure, and created user interface designs in Figma while collaborating with the development team to build a functional and user-friendly library management system.

Database Design Entity Relationship Diagram Figma Team Collaboration Communication Skill
Business Dashboard

Global e-Commerce Sales Dashboard

BI Analyst

This project aims to extract valuable insights from business data and visualize them in a clear and understandable manner.

Excel Power BI Business Intelligence DAX Data Analytics
Metaheuristic Algorithm

Ant Colony Optimization for Traveling Salesman Problem

Research Engineer

Optimization of the Traveling Salesman Problem (TSP) using the Ant Colony Optimization (ACO) algorithm with a case study of cities in East Java, Indonesia.

Optimization Ant Colony Data Processing TSP
Mathematical Modeling

Mathematical Modeling of COVID-19 Cases in Ethiopia

Member

Modeling COVID-19 cases in Ethiopia using SEIR framework, followed by an analysis of the system’s equilibrium points to assess stability.

LaTeX MATLAB
Magazine

ITS Point XIX

Editorial Coordinator

Coordinated magazine coverage activities, managed reporting workflows, and collaborated with writers and editors to produce informative and engaging content for ITS Point XIX.

Journalism News Editor Figma Team Management Leadership