Skip to content
View amimmad's full-sized avatar
🚀
Open to AI/ML Collaborations
🚀
Open to AI/ML Collaborations
5 followers · 2 following

Block or report amimmad

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
amimmad/README.md

Typing SVG

Email Profile Views

🌌 Mathematics of Optimization

در دنیای یادگیری ماشین، بهینه‌سازی پارامترها از طریق توابع جریمه (Penalty Functions) برای جلوگیری از Overfitting حیاتی است:

$$ \min_{\beta} \left( \frac{1}{2n} \sum_{i=1}^{n} (y_i - X_i \beta)^2 + \lambda_1 \sum_{j=1}^{p} |\beta_j| + \lambda_2 \sum_{j=1}^{p} \beta_j^2 \right) $$

"Beyond the code, lies the elegance of mathematical convergence."

🛠 Comprehensive Tech Stack

Machine Learning & AI Backend & MLOps Frontend & Visualization

🚀 Featured Projects

Project Name Objective Tech Stack Status Access
Churn-Guard Pro Customer Churn Classification FastAPI Streamlit Scikit-Learn Docker Production Repo
Market-Segmentor AI Unsupervised Customer Clustering K-Means PCA Plotly Seaborn Deployed Link
Sentimetra API Real-time NLP Sentiment Analysis NLTK FastAPI TF-IDF Pickle Stable Repo
RealEstate-Pricer Advanced Regression for Housing ElasticNet Feature Engineering XGBoost Beta Repo

🐍 GitHub Contribution Snake

github contribution grid snake animation

📊 GitHub Analytics

Amir's Stats Top Languages

Building scalable intelligence, one model at a time.
© 2024 Amir Mohammad (amimmad)

Popular repositories Loading

  1. Global-Market-Segmentor-AI Global-Market-Segmentor-AI Public

    Advanced MLOps tool for global socio-economic clustering using PCA, K-Means, and Anomaly Detection.

    Python 3

  2. Churn-Guard-Pro Churn-Guard-Pro Public

    AI-Powered Customer Churn Prediction with FastAPI and Streamlit.

    Python 2

  3. Sentimetra-NLP-Engine Sentimetra-NLP-Engine Public

    A professional MLOps pipeline for movie review sentiment analysis using Scikit-Learn, FastAPI, and Streamlit. Features automated training and deployment.

    Python 2

  4. RealEstate-Pricer RealEstate-Pricer Public

    A professional MLOps housing price prediction system using ElasticNet regression and Streamlit.

    Python 2

  5. amimmad amimmad Public

    1