Read Zeed Almelhem's data-driven blog. Explore articles on data trends, tech, and insights.

Portrait of Zeed Almelhem in a professional suit, reflecting my professional appearance and commitment to work.

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Project-Driven Experience.

Based in Reno, USA.
Adept at presenting results

via web design

I'm Zeed,
A Data Scientist
and Analyst

Welcome to My Portfolio.

Explore My Work

Welcome to my data-driven journey. Here, you will find projects that showcase my passion for data science and analysis. From predictive models to visualizations, my work demonstrates how data can uncover patterns and help make informed decisions.

View Projects

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About Me

My Data Science Journey

I'm Zeed Almelhem, and my journey in data began at 13 with a passion for programming. By 14, I was exploring data analysis, data science, and machine learning. Starting with Python, I expanded my skills to include databases, SQL, calculus, probability, and statistics, and later, linear algebra.

I gained expertise in web scraping, data cleaning, extraction, and exploratory data analysis. I excel in data visualization and dashboard creation and have honed my skills in statistical learning, R, machine learning, and predictive modeling.

I've also worked on NLP, text processing, and image manipulation, with plans to learn deep learning next. Along my journey, mentors, professors, and professionals have been key in guiding me.

Join me as I continue to explore the world of data science.

Proficient Data Visualization Skills

Matplotlib

Seaborn

Advanced Plotly Expertise

Data Storytelling

Interactive Data Visualization

Time Series Visualization

3D Visualization

Animated Visualizations

Geospatial Mapping

Geographic Information Systems (GIS)

Web App Visualization Integration

Feature Importance Visualization

Model Monitoring Dashboards

Explainability Insights

Geospatial Mapping

My proficiency in Data Visualization encompasses

Supervised Learning

Unsupervised Learning

Classification

Regression

Clustering

Dimensionality Reduction

Model Evaluation and Selection

Hyperparameter Tuning

Scikit-Learn (sklearn)

Transfer Learning

Advanced NLP Aptitude

Word Embeddings

Sentiment Analysis

Named Entity Recognition (NER)

Topic Modeling

Ensemble Learning Techniques

API Integration

Model Interpretability

Feature Engineering

Model Optimization

Model Selection and Comparison

My expertise spans Machine Learning, Deep Learning, and Natural Language Processing (NLP).

Descriptive Statistics

Probability Distributions

Inferential Statistics

Web Scraping

Data Extraction

Data Loading

Git & GitHub

Model Deployment

Cloud-based Model Hosting

Jupyter Notebooks

Documentation (Markdown)

Data Storytelling

Technical Writing

Intermediate in SQL and Java

Novice in R

My proficiency covers Statistics and Probability, as well as Data Mining and ETL techniques.

Git & GitHub

Model Deployment

Cloud-based Model Hosting

Jupyter Notebooks

Documentation (Markdown)

Data Storytelling

Technical Writing

Intermediate in SQL and Java

Novice in R

My abilities encompass Version Control, Model Deployment, and Cloud Computing, as well as Collaboration and Documentation, and Communication and Presentation skills.

Proficient Python Skills

Pandas

NumPy

Regex

Data Cleaning

Data Transformation

Data Integration

Intermediate in SQL and Java

Novice in R

My proficiency in Programming Languages and Data Manipulation, as well as Cleaning expertise

Skills & Accomplishments

Contributions & Collaborations

Enhancing XAI Library

I'm currently working on developing a Python library for Explainable Artificial Intelligence (XAI) to make AI models easier to understand. Stay tuned for updates on this exciting project.

Blogging Adventures

As a data enthusiast, I'm excited to share my insights and ideas through upcoming blog posts. Stay tuned for engaging content on fascinating data topics and trends.

Chrome Tool Innovation

I'm developing a useful Chrome tool to streamline data tasks while you browse. Stay tuned for more details on how this tool can simplify your online data experience.

Certifications

Through dedicated learning and exploration, I've earned a collection of certifications and badges that signify my commitment to excellence in the world of data science and machine learning. Each certificate represents a milestone achieved and knowledge gained.

Learn More

Zeed Almelhem's collection of earned and ongoing certificates, highlighting continuous learning and professional growth.

Visual representation of image processing techniques implemented using Numpy, showcasing transformations and manipulations on images.

Thank you for exploring my data journey so far. I invite you to join me on this adventure. If you want to learn more about my projects, have questions about data science, or are interested in collaborating, here are three ways to connect: