About Skills Projects Contact
Data Science · Milan, Italy

Amin
Entezari

Data Science student at Milano-Bicocca. Turning raw data into meaningful insights through machine learning, statistical modelling, and business intelligence.

Bachelor's Thesis

LDA-KNN Noise Robustness

Regularized LDA + KNN on MNIST across 5 noise types. Ridge regularization analysis with τ parameter tuning.

91.75%
Accuracy
5
Noise types
70k
Images
τ=10⁻⁴
Best τ
Expertise

Skills & Tools

Machine Learning & Data Science

Python scikit-learn R / RStudio NumPy Pandas Matplotlib Seaborn MATLAB

Business Intelligence & Databases

Power BI SQL PostgreSQL Excel

Development

Swift / iOS Xcode HTML / CSS Git / GitHub

Statistical Methods

Regression Analysis Dimensionality Reduction Clustering Correspondence Analysis Outlier Detection
Work

Featured Projects

Python · scikit-learn · Jupyter

LDA-KNN Noise Robustness

Bachelor's thesis investigating noise-regularization interaction in Regularized LDA + KNN for MNIST digit recognition. 91.75% baseline accuracy tested across 5 noise types (Gaussian, Salt & Pepper, Blur, Zigzag, Speckle).

Python · Power BI · statsmodels

Mobile Phone Pricing Analysis

OLS regression and correspondence analysis on 379 mobile models across 16 brands. R²=0.816. Identified RAM as the strongest price predictor at +$59.77 per GB increase.

R · Statistical Clustering

discoCVI

R implementation of DISCO — a Density-based Internal Score for evaluating Clustering Outcomes. Provides a robust alternative to traditional cluster validation indices.

SQL · Database Design

Academy Database Management System

Full relational DBMS design for a university academy — ER modelling, relational schema, and SQL queries covering student, staff, device, and financial management.

About Me

I'm a Data Science student at the University of Milano-Bicocca with a background in Data Analytics from the Università degli Studi della Campania "Luigi Vanvitelli".

My work sits at the intersection of statistical modelling, machine learning, and business intelligence. I enjoy building interpretable, white-box models and communicating data stories clearly — whether through code, dashboards, or visual analysis.

I'm actively looking for internship or graduate opportunities in data science or analytics roles.

🎓

Education

B.Sc. Data Analytics — Università della Campania Luigi Vanvitelli
M.Sc. Data Science — Università degli Studi di Milano-Bicocca (ongoing)

📍

Location

Milan, Italy — open to remote and relocation

🍎

Apple Developer Academy

iOS development experience with Swift and Xcode — built production-quality apps including nikeLikeApp and Flourish.

💼

Open to Opportunities

Data Science · Machine Learning · Business Intelligence · Data Analytics

Let's work
together

I'm currently looking for internship and graduate opportunities. If you have a role, project, or just want to connect — I'd love to hear from you.

AE
Download CV

Milan, Italy · Open to remote