DATAENTHUSIAST

/FARZAH

/ About

Profile

I graduated from vocational school majoring in Computer and Network Engineering and am currently interested in data science (Analyst, Engineer, and Machine Learning). I'm currently studying Informatics Engineering. I've worked on projects like predicting house prices, creating a dashboard for a company, and many more.

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Core Profile

Computer & Network Engineering backgroundStudying Informatics EngineeringInterested in Data Science & MLCoding Teacher

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From datato insight.Clean, scalablemodels andanalytical systemsbuilt toreveal patterns,automate processes,and driveinformed decisions.

/ Projects

Selected work

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train.py
import pandas as pd
model.fit(X_train, y_train)
> R² Score: 0.942
> MSE: 0.018
Trend analysis

Machine Learning / Regression

Pakistan House Price Prediction

Built a regression model to estimate house prices in Pakistan using features such as location, size, and amenities. Includes data cleaning, feature engineering, and evaluation with common regression metrics.

PythonPandasNumPyMatplotlibSeabornDecision Tree

NLP CLASSIFIERACTIVE

"I enjoy building clean dashboards and simple UIs."

POS (98.4%)

Positive98%

Neutral2%

Classification / Diagnostics

Cancer Diagnosis Classification

Classification project for detecting cancer types from medical data. Experiments with several classification algorithms and focuses on accuracy, recall, and confusion matrix analysis.

PythonKNNMatplotlibSeabornPandas

Business Intelligence / EDA

Steam Gaming Market

Market analysis of 65,000+ Steam games — data sourced from the STEAM API, cleaned, analysed with EDA, and visualised in Power BI for deep insights into pricing, genres, and release patterns.

Power BISQL ServerPythonDAXExcel

PIZZA SALES INSIGHTS2015 Dataset

Top Pizza Sellers

1. Classic Pepperoni$45k

2. Veggie Garden$32k

3. Supreme Deluxe$29k

45%

Business Intelligence / Analytics

Pizza Sales Analysis

Helps pizza owners determine performance in 2015 by focusing on revenue, order volume, and customer preferences to identify top sellers and discontinue underperforming items.

Power BISQL ServerTableauPythonDAX

/ Skills

Stack & tools

Data & AnalyticsMySQL · Oracle Database · PostgreSQL · Power BI · Tableau

ProgrammingJavaScript · Python · Flask · Scratch · C++

Machine LearningLinear Regression · Polynomial · SVM · Decision Tree · Random Forest · KNN · Naive Bayes

Experience

Job & internship

A history of my professional roles and the responsibilities I have undertaken.

August 2025 – Present

Coding Teacher · Codero Education

Teaching coding fundamentals and project-based programming to students, focusing on clear explanations and practical exercises.

June 2022 – July 2025

Printing Field · Printing Industry

Worked in the printing field managing production workflows, coordinating orders, and ensuring quality output for clients.

January 2021 – March 2021

Laptop Technician Intern · Harco Mangga Dua

Diagnosed and repaired laptops, performed hardware and basic software troubleshooting, and communicated clearly with non-technical customers.

Education

Learning path

Formal education with a focus on computer networks, engineering, and modern information technology.

2024 – Present

Dian Nusantara University

Information Technology

2019 – 2022

State Vocational School 56 Jakarta

Computer and Network Engineering

Contact

Let's build something precise.

Share a short description of your project, your timeline, and what you want to achieve. I try to respond within one business day.

farzahfebri04@gmail.com