Samuel Adetsi - Full Stack Data Scientist

About Me

Hello! I'm Samuel Adetsi, a passionate Full Stack Data Scientist with a Master's degree from the University of British Columbia. I'm excited about building complete data solutions—from initial analysis and modeling to deploying interactive applications that make insights accessible to end users.

My academic and project experience spans the full data science pipeline: I've worked with high-performance systems, built ML pipelines on cloud platforms, and created web dashboards using modern frameworks. I'm particularly interested in A/B testing, statistical modeling, and developing recommendation systems that enhance user experiences across different industries.

What drives me is the challenge of translating complex data problems into practical solutions that people can actually use. Through my coursework and personal projects, I've learned to combine technical skills in Python, TensorFlow, and cloud technologies with web development tools like React and FastAPI to create end-to-end applications.

I'm eager to apply my full-stack data science skills in a professional setting, where I can contribute to building scalable ML systems that deliver real business value while continuing to grow and learn from experienced teams.

Download Resume

3+

Years Experience

15+

Projects Delivered

20+

Technologies Mastered

5+

ML Frameworks

Projects

ML Runtime Prediction Model

Built an XGBoost model to predict ML training runtime with high accuracy. Deployed via FastAPI REST APIs and interactive Streamlit dashboard for real-time performance optimization.

Python pandas scikit-learn XGBoost LightGBM CatBoost pandas Streamlit FastAPI

Health-Predictor System

Developed a PyTorch-based neural network for personalized health score predictions from user activity data. Features an interactive Dash dashboard for data visualization and insights.

Python PyTorch scikit-learn pandas Dash NumPy

ATS Resume Analyzer

AI-powered NLP system that extracts and scores resumes against job descriptions. Uses natural language processing to provide detailed feedback for resume optimization.

Python Flask spaCy scikit-learn NLTK pandas PyPDF2 pdfplumber OpenCV sentence-transformers Tesseract OCR

DataVista Python Package

Developed a comprehensive Python package for automated exploratory data analysis (EDA). Streamlines the data analysis workflow with automated visualizations and statistical summaries.

Python pandas matplotlib seaborn plotly Jinja2 Typer

IoT Anomaly Detection & Forecasting

Developed a comprehensive anomaly detection system for Industrial IoT using the MIMII dataset. Features real-time data simulation via ThingSpeak, machine learning-based anomaly detection, and time-series forecasting with an interactive dashboard.

Python NumPy pandas scikit-learn Dash matplotlib seaborn librosa ThingSpeak PyArrow FastParquet

Handwritten Digit Recognition

CNN-based digit classification system using TensorFlow. Implements deep learning techniques for accurate recognition of handwritten digits with high precision.

Python NumPy pandas scikit-learn LightGBM PIL/Pillow FastAPI Streamlit pandera matplotlib seaborn

Technical Skills

Machine Learning & Deep Learning

Supervised & Unsupervised Learning 92%

Feature Engineering & Ensemble Methods 90%

Neural Networks & CNNs 88%

TensorFlow & PyTorch 90%

Model Evaluation & Metrics 94%

Statistical Modeling & Experimental Design

Regression Analysis & Hypothesis Testing 92%

A/B Testing & Multivariate Testing 88%

Spatial & Temporal Models 85%

Bayesian Inference 82%

Data Engineering & MLOps

AWS (SageMaker, EC2, S3) 85%

Snowflake & BigQuery 80%

Airflow & MLflow 82%

PostgreSQL, MySQL, MongoDB 88%

Docker & Containerization 78%

Data Visualization & Communication

Matplotlib, Seaborn, Plotly 92%

Tableau, Power BI 85%

Dash & Streamlit 90%

GeoPandas & Geospatial Visualization 80%

Programming & Development

Python & Libraries 95%

R & Libraries 88%

SQL & Database Design 90%

Git & Version Control 92%

FastAPI & Flask 88%

Advanced Analytics & Technologies

NLP & Transformers 83%

dbt + Snowflake Integration 78%

ML Explainability (SHAP, LIME) 80%

Let's Collaborate

Ready to work together?

I'm passionate about leveraging AI and data science to solve complex problems and drive innovation. Whether you're looking to optimize user experiences, build recommendation systems, or implement advanced analytics, I'd love to discuss how we can create impactful solutions together.

abdulrahmanadetsi@gmail.com

Vancouver, BC, Canada

Available for remote & local opportunities