Who am I

Hello, I'm Isha Choudhary, a passionate data scientist and AI researcher on an exhilarating journey in the realm of data-driven solutions. With a strong foundation in Pure Mathematics, and Applied Mathematics, I thrive on exploring the boundless possibilities of data to drive innovation. Let's make data-driven dreams a reality together!

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Work

What I do

As a dedicated data scientist, I immerse myself in the world of data to unravel its hidden insights and drive impactful solutions. Armed with expertise in statistical techniques, advanced mathematics, and proficient programming skills, I harness the power of data science to develop cutting-edge predictive models using machine learning and other AI pathways.

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Blood Disease Risk Assessment - A Comparative Analysis of ML Models and XAI based Model Interpretability

Revolutionizing Health Insights: Engineered an AI-powered model to scrutinize patients' blood reports, enabling the early identification of blood-related disease susceptibilities and elevating the efficacy of preemptive healthcare measures

Github Research Paper

Predicting NPA Loans Using Machine Learning Techniques on Loan Details of Customers

Enhancing Loan Risk Assessment: Leveraged machine learning to predict loan default risks using comprehensive bank transaction data. Conducted rigorous exploratory data analysis for data refinement, followed by interpretive AI analysis to optimize model selection, delivering insightful risk assessment for prudent lending decisions.

Github Research Paper

Intelligence Type Prediction: A Machine Learning Approach Utilizing Survey Data Analysis

Unveiling Intelligence Types: Crafted a bespoke algorithm to analyze survey responses and predict human intelligence types. Employed explainable AI graphs to enhance transparency and comprehension, revealing model insights across various intelligence categories.

Github

How AI in Influencing The Rights and Behavior of Children Through Child Centered AI - A Review Paper

Child-centered AI: Balancing Impact and Protection. This paper reviews AI's influence on children, highlighting challenges and advocating universal regulations to ensure their rights and well-being in the digital age.
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Review Paper

Data Analytics and Dashboard Projects

Exploring hidden facts : Art of dashboarding and analysis

PROJECT 1 - FINANCE DASHBOARD

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