// Portfolio & Works

Building Production AI Systems
across the Cloud.

Explore my technical journey transitioning from traditional enterprise architecture and data pipelines to end-to-end intelligent applications.

Displaying: 7 projects
AI & ResearchAIO Research
2026
Player Style Clustering from Football Event Data

Player Style Clustering from Football Event Data

Unsupervised behavioral profiling of 1,016 players across top European leagues using StatsBomb event data. Discovered distinct tactical playing archetypes and position sub-clusters with verified cluster stability.

K-MeansRobustScalerScikit-learnStatsBombPythonKNN StabilityPCA
bubble_chart5 Archetypes Mapscatter_plotForwards Sub-ClusterscodeGitHubplay_circleYouTube
AI & ResearchAIO Research
2026
Similarity Matching Methods for Images and Texts

Similarity Matching Methods for Images and Texts

Research project benchmarking image-text similarity models, including ResNet50, Least-Squares projection, and CLIP.

ResNet50CLIPNumPyMatplotlibPython
codeGitHubplay_circleYouTube
Applied AIProduction
2025
SiteBotic

SiteBotic

Production-grade applied AI platform enabling organizations to deploy custom AI agents. Engineered automated Crawl4AI ingestion pipelines, PostgreSQL/pgvector semantic search, and Dramatiq/Redis background workers for reliable knowledge base retrieval.

FastAPIReactTypeScriptpgvectorDramatiqRedisDocker
languageWebsite
Data Engineering
2025
Customer 360 Risk Scoring System

Customer 360 Risk Scoring System

End-to-end data engineering solution building Customer 360 views and risk analytics with ETL pipelines.

Apache SparkPySparkApache AirflowPostgreSQLMetabase
codeGitHub
Machine Learning
2025
Book Recommendation System

Book Recommendation System

Full-stack ML platform implementing collaborative filtering, content-based filtering, and hybrid algorithms.

Scikit-learnFastAPIReactTypeScriptVite
codeGitHub
Desktop App
2025
Pet Clinic Management System

Pet Clinic Management System

Java desktop application with complete CRUD operations for veterinary clinic management using DAO pattern.

JavaJava SwingMySQLJDBCDAO Pattern
codeGitHub
Data Pipeline
2025
Real-Time Price Tracker (BGU118)

Real-Time Price Tracker (BGU118)

Real-time data ingestion platform tracking Bitcoin, gold, and USD-VND rates with automated ETL pipeline.

PythonhttpxSQLiteSQLModelReactChart.js
codeGitHub

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I combine software engineering foundations, cloud architecture, and modern AI/ML to build and scale production systems.

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