RS

RAYALA SAI DURGA VENKAT

Contact details — on requestProof of Work — on request

Experience

S

Machine Learning Intern

Simple Learn · Present

Not yet confirmed
  • Designed and implemented end-to-end ML pipeline for real estate price prediction, achieving 85%+ accuracy through feature engineering and hyperparameter tuning
  • Built and compared multiple ML models including Linear Regression, Decision Trees, and Clustering algorithms to identify optimal prediction approach
  • Performed comprehensive data cleaning and preprocessing on 10,000+ records, handling missing values and outliers to improve model reliability
  • Created interactive data visualizations using Matplotlib to communicate insights and model performance to stakeholders
  • Developed scalable Python solutions using Pandas, NumPy, and Scikit-learn, following software engineering best prac- tices

Skills 0 proven through work

Also works with

Data ScienceApplication Performance OptimizationModel Fine-TuningAudio Noise ReductionMulti-Agent System IntegrationNLP Text AnalysisNatural Language GenerationSpeech RecognitionSpeech ProcessingData ValidationModel Training ExecutionData CollectionTechnical TroubleshootingDecision MakingWork Planning and PrioritizationAdaptabilityTeamworkSelf-Directed LearningTechnical Skill DevelopmentAnalytical ThinkingProblem SolvingAI Solution ImplementationExploratory Data Analysis (EDA)Artificial Intelligence FundamentalsData Analytics ManagementSoftware Development PracticesData Structures and AlgorithmsData Integrity ManagementAI Model OptimizationHyperparameter TuningRegression Metric InterpretationModel Metric Selection & InterpretationXGBoost ModelingRandom Forest ModelingRegression AnalysisMachine Learning ApplicationModel Performance ImprovementFeature SelectionFeature EngineeringData Unification and NormalizationData Repetition PreventionTabular Data Cleaning & ValidationData PreprocessingMachine Learning Model DeploymentHouse Price Prediction ModelingML Training & Testing Pipelines

Proof of Work

Proof of Work

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Education

B.Tech, Computer Science Engineering (Artificial Intelligence and Data Science)

Eluru College of Engineering and Technology, Duggirala · 2022 — 2026

Junior College, Senior Secondary (Intermediate)

NSRK-Nallapati Subba Rao Koteswara Rao junior college, Eluru · 2021 — 2022

Contact details

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