Pirla P.

Key Skills

Software

Other

Top Subject Matter

Healthcare / cardiology (heart disease prediction)

FinTech / fraud detection

Top Data Types

Computer Code Programming

Text

Image

Top Task Types

Diagnosis

Classification

Freelancer Overview

Project Intern — Heart Disease Prediction. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology in Civil Engineering, National Institute of Technology Calicut (2026) and Class XII, Aditya Junior College (2021). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Diagnosis and Classification.

Labeling Experience

Project — Credit Card Fraud Detection

OtherClassification

Built a Credit Card Fraud Detection system by preprocessing transaction data, including missing-value handling, feature scaling, and categorical encoding for better learning. Used oversampling/undersampling and feature-selection methods to address class imbalance and improve model generalization. Evaluated and fine-tuned multiple ML classifiers using hyperparameter optimization and cross-validation to enhance prediction accuracy.

2024 - 2024

Project Intern — Heart Disease Prediction

OtherDiagnosis

Worked on a Heart Disease Prediction ML project by preprocessing patient datasets and selecting clinically meaningful health indicators to support model training. Applied explainable AI approaches such as SHAP and feature-importance plots to interpret the contribution of selected indicators to predictions. Focused on improving training quality through hyperparameter tuning and cross-validation.

2024 - 2024

Education

Work History