My Projects
Explore my recent work and personal projects showcasing my skills and creativity
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SQL AI Agent
Transform natural language queries into SQL commands and execute them on a PostgreSQL database with this AI-powered agent, providing non-technical users with an intuitive web interface for seamless data interaction.
Text Summarization Using Transformers
A GenAI-powered project that delivers concise summaries using both abstractive and extractive text summarization techniques with transformer models.
Hourly CO₂ Emission Prediction for Steel Production
Built a machine learning model to predict hourly CO₂ emissions in steel production using regression techniques. Deployed the model with Flask and Docker for real-time predictions.
Credit Risk Prediction Using Ensemble Learning
Developed a credit risk prediction model using Random Forest and Logistic Regression to assess loan applicants’ default risk and improve financial decision-making.
Image Colorization using GANs
Transform grayscale images into realistic colorized versions using a Conditional GAN (Pix2Pix), leveraging deep learning for high-quality image generation.
Predicting Student Admission to University
Built a machine learning model to predict student admissions based on academic scores, and extracurriculars, aiding universities in data-driven selection processes.
Medical Insurance Cost Estimation
Developed a predictive model to estimate insurance costs based on customer demographics and health metrics, aiding in policy pricing and risk assessment.
Revealing Shopping Personalities: Customer Segmentation
Applied clustering techniques to segment customers based on purchasing behavior, enabling businesses to create targeted marketing campaigns.
Bank Customer Churn Prediction
Identified key factors influencing customer churn using machine learning. Implemented predictive analytics to help banks retain high-value customers.
International Student Demographics in US
Created an interactive Power BI dashboard to analyze international student demographics in the US. Visualized trends in student enrollment, country-wise distribution, and academic preferences.
Bike Store Analysis Power BI Project
Developed a Power BI dashboard to analyze bike store sales, customer demographics, and product demand. Provided insights on revenue trends, top-selling products, and customer behavior.
Pizza Sales Analysis using SQL
Analyzed pizza sales data using SQL to identify trends, optimize sales strategies, and improve revenue. Key insights included peak sales periods, top-selling pizzas, and customer preferences.