Available for AI / Data Opportunities

Building Intelligent Systems from Data.

Informatics student focused on Artificial Intelligence, Machine Learning, and Data Science. Turning complex data into practical intelligent systems.

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Computer Science @ Universitas Bhayangkara Jakarta Raya
neural architecture monitor
ACTIVE
Model: Forward-Prop SimLatency: ~1.2ms
Interactive Console

Developer Workstation Terminal

Explore background, competencies, and system parameters via interactive CLI commands.

ridho@ai-engineer: ~ (zsh)
Ridho AI Terminal Workstation v2.0 - Type "help" for available commands
 

Commands to try: help, skills, education, contact

Profile & Focus

Bridging Theoretical AI & Practical Systems

A summary of my engineering background, research focus, and continuous learning trajectory.

Ridho Alkhoiri

Ridho Alkhoiri

AI Engineer & Data Scientist

Available for AI / Data Opportunities
AI Engineer
Data Scientist

Turning Raw Data into Intelligent Solutions

I'm Ridho Alkhoiri, an Informatics student with a strong interest in Artificial Intelligence, Machine Learning, and Data Science. I am passionate about exploring data, developing machine learning models, and building intelligent solutions to solve real-world problems.

Currently pursuing an undergraduate degree at Universitas Bhayangkara Jakarta Raya, specializing in Computer Science. My focus centers on classification, clustering, spatial data mining, and engineering scalable data pipelines.

Core Domains of Practice

Artificial IntelligenceMachine LearningData ScienceData AnalyticsIntelligent Systems
3+
Projects
5+
Technologies
4+
Years Learning
Technical Arsenal

Skills & Core Competencies

Tools, mathematical frameworks, and libraries applied across machine learning and data engineering pipelines.

Programming

5 skills
PythonPHPJavaScriptTypeScriptSQL
Production Ready

AI & Data

6 skills
PandasNumPyScikit-learnSciPyXGBoostLightGBM
Production Ready

Machine Learning

6 skills
ClassificationClusteringRegressionFeature EngineeringModel EvaluationData Mining
Production Ready

Tools & Dev

6 skills
GitGitHubJupyter NotebookGoogle ColabVS CodeFastAPI
Production Ready

Visualization

5 skills
MatplotlibSeabornFoliumInteractive MapsStatistical Plots
Production Ready
Featured Works

Machine Learning & Data Innovations

A curated showcase of empirical research projects, machine learning models, and analytical pipelines.

Featured ResearchData Mining / MLKota Bekasi, 2025

Sukun Sales Segmentation

Spatial Sales Segmentation via Hierarchical Agglomerative Clustering

A data mining project that applies Hierarchical Agglomerative Clustering with Average Linkage to segment sales territories in Kota Bekasi. The project identifies 4 distinct regional clusters based on sales performance, enabling targeted marketing strategies and data-driven decision making.

Core Methods Applied:
Average LinkageEuclidean DistanceHierarchical Agglomerative Clustering
PythonPandasNumPyScikit-learnSciPySpatial AnalysisData Visualization
Halaman RisetGitHub
Empirical Metrics
Optimal Linkage
Silhouette Score
0.6281
High Cohesion
Davies-Bouldin
0.5347
Low Separation Err
CCC Score
0.9292
92.9% Fit Quality
Spatial Clusters
4
17 Kelurahan
Cluster 0: Very High PotentialPriority 1
Cluster 1: Moderate SteadyPriority 2
Cluster 2: High Growth NichePriority 3
Cluster 3: Emerging TargetPriority 4

Additional Engineering & Analytics Projects

3 Projects • Klik kartu untuk melihat insight mendalam
Machine Learning
Insight2025

Fraud Detection System

Machine learning system for detecting fraudulent financial transactions using ensemble methods and feature engineering.

Accuracy
98.2%
Precision
96.1%
PythonXGBoostLightGBMRandom Forest+2
Machine Learning
Insight2024

AI / ML Classification Project

Multi-class classification pipeline with automated feature selection, hyperparameter tuning, and model comparison.

PythonScikit-learnXGBoostPandas+2
Data Analytics
Insight2024

Data Analytics Dashboard

Interactive data visualization dashboard for business analytics, featuring trend analysis, KPI tracking, and automated reporting.

PythonPandasMatplotlibSeaborn+2
Milestones

Experience & Academic Trajectory

Key milestones, research investigations, and engineering implementations across my academic career.

PROJECT2026

AI / Data Engineering Projects

Independent / Personal Projects

Building end-to-end AI and data engineering solutions, deploying machine learning models, and developing intelligent applications.

Key Highlights:
  • Developed production-ready ML pipelines
  • Built AI-powered web applications
  • Implemented data engineering workflows
Less info
RESEARCH2026

Undergraduate Research / Thesis

Universitas Bhayangkara Jakarta Raya

Final year research project on spatial sales segmentation using Hierarchical Agglomerative Clustering - Sukun Sales Segmentation.

View highlights
ACADEMIC2024

Academic Projects

Universitas Bhayangkara Jakarta Raya

Developed multiple academic projects in machine learning, data analytics, and software engineering as part of the Computer Science curriculum.

View highlights
ACADEMIC2022

Computer Science Program - Started

Universitas Bhayangkara Jakarta Raya

Began studying Computer Science with focus areas in Artificial Intelligence, Data Mining, and Software Engineering.

View highlights
ACADEMIC2021

Computer Science Program - Started

Universitas Bhayangkara Jakarta Raya

Began studying Computer Science with focus areas in Artificial Intelligence, Data Mining, and Software Engineering.

View highlights
Academic Foundation

Education & Formal Studies

Theoretical grounding in computer science, statistical learning, and artificial intelligence.

Undergraduate Degree (S1)

Computer Science

Universitas Bhayangkara Jakarta Raya

2022 - 2026Bekasi / Jakarta, ID

Focused on computer science principles, mathematical foundations for AI/ML, and applying data mining methodologies to solve real-world territorial and business challenges.

Key Relevant Coursework
Artificial Intelligence & Expert Systems
Machine Learning & Pattern Recognition
Data Mining & Knowledge Discovery
Spatial Data Analysis
Algorithms & Data Structures
Database Management & SQL Optimization
Undergraduate Thesis Focus: Spatial Sales Segmentation using Hierarchical Agglomerative Clustering (HAC).
Credentials

Certifications & Accreditations

Continuous learning, validated credentials, and professional accreditations in AI, ML, and Data Analytics.

AI / ML

Machine Learning Operations (MLOps)

Dicoding Indonesia

September 2025View
AI / ML

Machine Learning Terapan

Dicoding Indonesia

October 2025View
AI / ML

Deep Learning Essentials

IBM Skills

October 2025View
Data Science / Analytics

Data Analytics Essentials

cisco Networking Academy

October 2025View
Data Science / Analytics

Data Visualization

Dicoding Indonesia

February 2025View
Data Science / Analytics

Data Analytics with Python

Dicoding Indonesia

March 2025View
Direct Inquiries

Let's Build Something Intelligent Together

Open for AI/ML engineering opportunities, spatial data mining collaborations, and research initiatives.

Contact Channels

Feel free to reach out directly via email or connect on LinkedIn and GitHub for collaborations.

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