Skip to content
View TheMuhammadAsad's full-sized avatar
🎯
Focusing
🎯
Focusing
1 follower · 0 following

Block or report TheMuhammadAsad

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
TheMuhammadAsad/README.md

Hi, I'm Muhammad Asad

Energy Data Analyst, Data Scientist and Web Developer.

I build statistically rigorous analysis, production-shaped ML pipelines, and full-stack data products, with a research background spanning peer-reviewed publications and international conference presentations. I also design and ship client websites as a freelance web developer.

themuhammadasad.github.io → is my full portfolio: 13+ data/ML projects, 7+ websites, experience, publications, and certifications.

Featured projects

Project What it does
Energy Intelligence Platform Full-stack app over 25 years of European electricity-mix data, built with FastAPI + PostgreSQL, Next.js/TypeScript, Docker Compose, and CI
Credit Card Fraud Detection Real transaction data under 0.17% class imbalance; cost-based threshold optimizer, live Streamlit dashboard
A/B Testing: Mobile Game Retention SRM check, two-proportion z-tests cross-validated against bootstrap resampling, a peeking-problem simulation
Image Classification: CNN vs. Transfer Learning CNN from scratch vs. MobileNetV2, augmentation ablation, Grad-CAM analysis
Oil Production Decline Curve Analysis Classical petroleum-engineering Arps decline models on 60 years of real production data

Skills

Data & Visualization Python (pandas, NumPy, scikit-learn) · R · SQL · Power BI · Streamlit · Plotly · Tableau ML & Statistics XGBoost · TensorFlow/Keras · SHAP · hypothesis testing · predictive modelling Web Development React · Next.js · TypeScript · FastAPI Tools & Platforms Docker · Kubernetes · PostgreSQL · Git

Get in touch

Portfolio LinkedIn Email Google Scholar

Pinned Loading

  1. energy-intelligence-platform energy-intelligence-platform Public

    Full-stack energy data platform: FastAPI + PostgreSQL + Next.js/TypeScript, trend forecasting, Docker Compose, GitHub Actions CI

    TypeScript

  2. customer-churn-prediction customer-churn-prediction Public

    ML churn prediction with model comparison, SHAP interpretation, and cost-based retention campaign economics

    Jupyter Notebook

  3. energy-demand-forecasting-deep-learning energy-demand-forecasting-deep-learning Public

    60-min-ahead energy demand forecasting: naive baseline vs regularized XGBoost vs LSTM, with a documented overfitting diagnosis and fix

    Jupyter Notebook

  4. energy-transition-dashboard energy-transition-dashboard Public

    Interactive Streamlit + Plotly dashboard over 24 years of European electricity-mix data

    Python

  5. europe-energy-transition-analysis europe-energy-transition-analysis Public

    Python/pandas analysis of Europe's electricity decarbonization, 2000-2024: EDA, hypothesis testing, and trend projection on OWID data

    Jupyter Notebook

  6. oil-production-decline-analysis oil-production-decline-analysis Public

    Petroleum engineering decline curve analysis (Arps models) applied to 60 years of country-level oil production data

    Jupyter Notebook