Tonmoy Portfolio

My Projects

Smart Recommendation System

This project will recommend you for buying something. For developing this project I use Python as programming language, Also use Tensorflow, Resnet50, Streamlit for visualization.

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Customer Churn Analysis

Analyzed customer churn for a telecom company using SMOTE-ENN and hyperparameter tuning with Randomized-SearchCV in advanced machine learning. Improved churn prediction accuracy through data balancing and optimized model parameters.

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Medicine Recommendation System

Developed a Symptom-Based Disease Diagnosis Web App using Flask and machine learning, providing accurate disease predictions and personalized medical recommendations.

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Daily Weather

The Daily Weather Web App dynamically fetches and displays weather data using HTML, CSS, and JavaScript. It allows users to search for a city's weather, view current conditions, and access a 24-hour forecast.

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My Publications

Publication 1

E-commerce-based Smart Recommendation System using element-by-element collaborative filtering following with the Machine Learning Technology.

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Publication 2

Analysis of Customer Churn for Telecom Company with SMOTE-ENN and Hyperparameter Tuning Randomized-SearchCV Technique in Advanced Machine Learning Technology.

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My Certifications

Machine Learning Internship

I have succesfully completed 4 weeks virtual Machine Learning Internship program!

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Software Engineer

I have succesfully completed and passed the HackerRank Software Engineer Certification exam!

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Software Engineer Intern

I have succesfully completed and passed the HackerRank Software Engineer Intern Certification exam!

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Moving Data into Hadoop

A course on cognitiveclass.ai Powered by IBM Developer Skills Network.

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Asia AI Odyssey Challenge

Has successfully completed the Asia AI Odyssey Challenge

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Accenture Nordics - Developer Job Simulation

Define technical requirements, Debugging algorithms, SDLC, Data and privacy

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Robotics Course

Successfully completed the Robotics course from INFOSYS Springboard.

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Data Analytics and Visualization Job Simulation

Accenture North America.

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