Potential Probability of Sales Project

Predicting the Potential Probability of Sales using machine learning involves using data-driven algorithms to assess the likelihood of a successful sale or conversion for a product or service.

Sentiment Analysis Project

Sentiment Analysis using machine learning is a technology that automates the process of understanding and categorizing opinions and emotions expressed in text data.

Movie Recommendation Project

The Movie Recommendation System using machine learning is an intelligent platform that suggests movies to users based on their viewing history, preferences, and behavior patterns.

Healthcare:Sepsis-Septic Prediction using Machine Learning

Sepsis-Septic Prediction using Machine Learning involves utilizing advanced algorithms to forecast the onset or progression of sepsis, a life-threatening condition triggered by the body's extreme response to an infection.

Customer lifetime valuation Prediction project

Customer Lifetime Value (CLV) Prediction using machine learning is a sophisticated approach that leverages algorithms to estimate the potential revenue a business can generate from a customer throughout their entire relationship.

E-commerce Analytics Project

E-commerce Analytics using machine learning refers to the application of machine learning techniques and algorithms to analyze vast amounts of data generated by ecommerce platforms.

Guesthouse Booking Prediction Using Machine Learning Algorithms

Guesthouse Booking Prediction: Leveraged machine learning algorithms to develop an intelligent booking prediction system, optimizing guesthouse resource allocation and enhancing accommodation planning efficiency for facilities.

Optimization of Supply Chain Mangement using Machine Learning Algorithms

Optimize Supply Chain Efficiency: Harness the power of machine learning to predict demand, streamline inventory management, and enhance logistics, driving cost savings and improved customer satisfaction in the supply chain.

Why do some Space Missions Fail?

"Failure Prediction and Risk Mitigation: Utilize advanced AI models to predict potential failure points in space missions, enabling proactive risk management strategies and ensuring mission success."

Time series Forecasting

Stock price prediction using time series forecasting involves using historical stock price data to build mathematical models that can forecast future stock prices.

PREDICTING THE TEN YEAR RISK OF DEVELOPING HEART DISEASE USING MACHINE LEARNING

This project's significance lies in its potential to contribute to early CHD risk assessment, which can enable targeted interventions and lifestyle modifications for at-risk individuals.

Chest X-Ray (Pneumonia): Image Classification

Pneumonia, a potentially life-threatening pulmonary condition, has been a persistent challenge in the medical field, often demanding rapid and precise diagnosis for effective treatment. In this endeavor, we turn to the power of modern technology.

Traffic Sign Image Classification

Welcome to our traffic sign recognition project! The initial charts give us a glimpse into our model's journey. As we move through the graphs, we can see the model improving – making fewer mistakes and getting more signs right.

Brain_tumor_detection_cnn

The project at hand delves deep into this fascinating world of CNNs. Starting with the rudimentary layers of designing a basic CNN model, the journey evolves to explore the more advanced nuances of transfer learning, particularly employing the EfficientNetB0 model.

Portability Prediction of Water using Machine Learning

The project aims to predict water potability from chemical attributes in a dataset containing 3,277 water samples, each with 10 chemical properties like pH and Hardness. The 'Potability' column labels safe drinking water with '1', targeting public health improvements.

Credit card approval Prediction

The task is to analyze and build a predictive model that can accurately determine whether a credit card application should be approved or rejected based on various applicant attributes and historical credit data.

Data Analyst Project - Pizza Sales Analysis

SQL and Power BI Integration Project:

Mobile Analysis Project with MySQL and PowerBI in 2023

In this project, I leveraged the robust capabilities of MySQL for data storage, management, and retrieval. Combining this with the advanced analytics and visualization features of PowerBI, we created a dynamic and intuitive mobile analytics platform

Computer Vision Project - Track, Count Vehicles and Speed Estimation using Ultralytics YOLOv8

1.Vehicle Tracking and Counting with YOLOv8: Uses YOLOv8 & ByteTrack for tracking/counting vehicles in videos, aiding in traffic & parking management. 2.Speed Estimation with Ultralytics YOLOv8: Employs YOLOv8 for vehicle speed estimation from videos, useful for traffic analysis & safety monitoring

Automatic Number Plate Detection

Developed two machine learning projects utilizing YOLOv8: one for tracking and counting vehicles, and the other for estimating vehicle speeds from video data. These projects are instrumental in traffic analysis, parking management, and safety monitoring.

Calories Count UsingLIM

Our project is a web application that combines Gemini Pro Vision, Streamlit, and Google's Generative AI to estimate the calorie content of food from images. It analyzes dishes in common image formats (JPG, PNG, JPEG) efficiently and is designed for user-friendly interaction.