๐Ÿš€ My Projects & Certifications

๐Ÿ“š EdTech Platform with Federated Learning

Developed an end-to-end EdTech platform that reduced course dropout rates by 60% while enhancing privacy by 75% using Homomorphic Encryption and Federated Learning.

Technologies Used:

  • Python
  • Federated Learning
  • Homomorphic Encryption
View Project ๐Ÿ”—

๐Ÿ’ป Risk Analysis Sublet Website

Built a web application using XGBoost achieving 89% accuracy to analyze the risk of subletting properties in the US.

Technologies Used:

  • XGBoost
  • Next.JS
  • Machine Learning
  • Mongo.DB
View Project ๐Ÿ”—

๐Ÿฉบ Tuberculosis Detection using CXR Images

Performed Digital Image Processing and also built a deep learning model for detecting Tuberculosis using chest X-ray images, achieving high accuracy with RandomForest Algorithm.

Technologies Used:

  • Computer Vision
  • Digital Image Processing
  • Machine Learning
  • Ensemble Learning
  • Classification
View Project ๐Ÿ”—

๐Ÿ’ฐ Bitcoin Price Prediction using XGBoost

Developed a predictive model to forecast Bitcoin prices using XGBoost, achieving accurate price predictions with time-series analysis techniques.

Technologies Used:

  • XGBoost
  • Data Analysis
  • Time Series
View Project ๐Ÿ”—

โœˆ๏ธ Airline Price Prediction

Built a machine learning model to predict airline ticket prices based on various features such as distance, time, and airline category.

Technologies Used:

  • Machine Learning
  • Data Analysis
View Project ๐Ÿ”—

๐Ÿ—ฃ๏ธ FELIX - AI Voice Assistant

Designed and developed an AI-powered voice assistant capable of responding to queries and executing simple commands.

Technologies Used:

  • NLP
  • Speech Recognition
  • Python
View Project ๐Ÿ”—

๐Ÿ’พ Defence-related DBMS System

Created a database system for managing confidential defense-related information with optimized storage and secure access protocols.

Technologies Used:

  • DBMS
  • SQL
  • Tkinter
View Project ๐Ÿ”—

๐Ÿ“ข Hate Speech Recognition AI

Developed an AI model to detect and categorize hate speech in social media text using NLP and machine learning techniques.

Technologies Used:

  • NLP
  • Machine Learning
  • Artificial Intelligence
View Project ๐Ÿ”—

๐ŸŽฎ Sudoku Game using Swing

Designed and implemented a fully functional Sudoku game with an interactive GUI using Java Swing.

Technologies Used:

  • Java
  • Swing
View Project ๐Ÿ”—

๐Ÿงฎ Scientific Calculator App

Built an Android application for a scientific calculator, offering advanced mathematical functions and a clean user interface.

Technologies Used:

  • Android Studio
  • Java
View Project ๐Ÿ”—

๐Ÿ“Š Building Linear & Logistic Regression from Scratch

Implemented Linear and Logistic Regression models from scratch using Python, visualizing loss convergence and accuracy.

Technologies Used:

  • Python
  • Regression Models
  • Visualization
  • OOPs
  • Machine Learning
View Project ๐Ÿ”—

๐Ÿงน Data Pre-processing and Cleaning in R

Performed data pre-processing and cleaning in R, including outlier handling, imputation, and feature engineering.

Technologies Used:

  • R
  • Data Cleaning
  • Data Visualization
  • Pre-Processing
View Project ๐Ÿ”—

๐ŸŽ“ Certifications

Hands-on Machine Learning with Scikit-learn and TensorFlow 2.0

Provider: Infosys Springboard

Introducion To data Science

Provider: Infosys Springboard

Data Science Real World Projects in Python

Provider: Udemy

Advanced Java Programming

Provider: LinkedIn Learning

Become a Blockchain Developer

Provider: LinkedIn Learning

Google cloud hands on lab

Provider: Coursera

Entrepreneurship Management

Provider: Great Learning

Google Cloud Career Readiness

Provider: Google Cloud SkillBoost

Introduction to AI

Provider: Infosys Springboard

Introduction to Business Intelligence

Provider: LinkedIn Learning

Introduction to Deep learning

Provider: Infosys Springboard

Practical Machine Learning with TensorFlow 2.0 and Scikit-Learn

Provider: Infosys Springboard

Python Fundamentals

Provider: Infosys Springboard

Arduino Workshop

Provider: Kicstarter

Data Structures and Algorithms

Provider: Google DSC Club BIT

Space Tech Quiz

Provider: OM Space