RAYALA SAI DURGA VENKAT

Contact details — on requestProof of Work — on request

Experience

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

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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

Links

linkedin.com/in/rayala-sai-durgavenkat

Contact details

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