Amruta Yadav

AI Researcher

Karad, Maharashtra, India0 mo experience

Key Highlights

Expertise in Data Science and Machine Learning.
Proven track record in predictive modeling.
Strong foundation in Big Data technologies.

Stackforce AI infers this person is a Data Science professional with a focus on Fintech and Agriculture analytics.

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Skills

Core Skills

Data ScienceMachine Learning

Other Skills

Hyperparameter TuningLogistic RegressionRandom ForestGradient Boosted Decision TreesIncrease ProductivityPlanning Budgeting & ForecastingKNNDecision TreeMicrosoft Power BIHypothesis TestingBig Data AnalyticsGitCredit Risk ManagementPoster PresentationsBiostatistics

About

"I am a Computer Engineering graduate who has completed a Post Graduate Diploma in Big Data Analytics (PG-DBDA) at CDAC. I have expertise in SQL and Python, along with strong skills in Java, R, Hadoop, Spark, AWS, and Linux."

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Github platform

2 roles

Credit Risk Assessment Model Using Spark

– Present

Developed a credit risk assessment model for predicting serious credit delinquency using borrower records.
Utilized logistic regression, random forest, and gradient boosted decision trees.
Pre-processed data, removed outliers, imputed missing values, and fine-tuned hyperparameters to enhance model performance.
Achieved reliable accuracy using cross-validation to forecast the likelihood of a borrower falling behind on payments.

Hyperparameter TuningLogistic RegressionData ScienceMachine Learning

Crop Analysis and Prediction

– Present

Predicted optimal crops based on environmental and soil conditions using World Bank and Kaggle datasets.
Applied KNN, Decision Tree, and Random Forest algorithms, achieving a 99% accuracy with Random Forest.
Provided data-driven recommendations to improve agricultural productivity.

Increase ProductivityPlanning Budgeting & ForecastingData ScienceMachine Learning