Samanwoy Saha

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About me

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I’m Samanwoy Saha, a software engineer now focusing on machine learning. I’m building end-to-end solutions that integrate machine learning models with robust software systems.

Skills

  • Languages - C/C++ Javscript Typescript Python SQL
  • Frontend - HTML CSS tailwind React Next.js Streamlit
  • Backend - Node.js Express.js Prisma ORM WebSocket
  • Database - PostgreSQL MongoDB
  • Cloud & Devops - AWS (EC2, S3) Linux Docker CI/CD Pipelines
  • Data Science & Machine Learning: Feature Engineering Statistical Analysis Exploratory Data Analysis (EDA) Data Preprocessing Model Evaluation Model Deployment Linear Regression Logistic Regression Support Vector Machine K-Means Clustering Scikit-Learn Pandas NumPy Matplotlib Seaborn
  • Tools - Git Github Jupyter Notebook
  • CS Subjects - DBMS Computer Network Operating System Obeject Oriented Programming Data Structures and Algorithms

Recent Projects

🏥 Multiple Disease Prediction

  • Website | Github
  • Tech Stack: Python, Streamlit, Pandas, Numpy, Matplotlib, Seaborn, Scikit Learn, Github Actions, Docker, AWS EC2
  • Tech Stack: Python, Streamlit, Pandas, Numpy, Scikit Learn, Github Actions, Docker, AWS EC2
  • Algorithms Used: Diabetes(Support Vector Machine), Heart Disease(Logistic Regression), Parkinson’s Disease(Support Vector Machine)
  • Model Accuracy: Diabetes(77%), Heart Disease(78%), Parkinson’s Disease(87%)
  • Automated CI/CD Pipeline: GitHub Actions workflow with testing, Docker builds, and AWS EC2 deployment

Customer Segmentation

  • Website | Github
  • Tech Stack: Python, Streamlit, Pandas, Numpy, Matplotlib, Seaborn, Scikit Learn
  • Algorithms Used: K-Means Clustering (Elbow Method)
  • Statistical summary of customer data, Distribution analysis of key features, Correlation analysis between variables, Visualization of customer patterns are done through EDA
  • Purchasing patterns and customer preferences which can provide actionable insights for marketing and sales teams and enable targeted campaigns and personalized customer experiences

Contact

Send me a mail to samanwoy.saha1@gmail.com

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