Ridhima Rai

Ridhima Rai

Bengaluru

I approach every challenge with a determined and logical mindset, driven by a pragmatic desire to achieve tangible results. My ambition, diligence, and resilience ensure that I consistently deliver high-quality work, always striving for optimal solutions.

Open to

Bengaluru

Work style

On-site

Contact details — on requestProof of Work — on request

Experience

N

Intern

Neotechie Pvt. Ltd. · Jul 2025 – Aug 2025

Not yet confirmed
  • Developed a blood pressure stage prediction web application using a Random Forest Classifier (100 estimators) trained on 1,825 patient records across 13 clinical features, achieving ~85% accuracy in predicting Hypertension Stage-1, Stage-2, Hypertensive Crisis, and Normal conditions.
  • Conducted exploratory data analysis (EDA) including univariate, bivariate, and multivariate analysis using Seaborn and Matplotlib, performed feature engineering and label encoding on 11 categorical variables to prepare the dataset for machine learning.
  • Accelerated documentation workflows by leveraging ChatGPT to synthesize user feedback patterns, reducing report generation time by 25%.
  • Benchmarked 3 classification algorithms and deployed the trained model as a real-time prediction web application using Flask and Pickle.

Skills 0 proven through work

Also works with

Workflow Guidance ApplicationData Structures and AlgorithmsWork EthicFocused WorkObservational SkillsTechnical Solution DesignAdaptabilityProblem SolvingStatisticsData UnderstandingConceptual UnderstandingAnalytical ThinkingProject CompletionChatGPT UsageFlask Web DevelopmentBackend DevelopmentInformation ResearchFront-end DevelopmentModel Selection Trade-Off AnalysisModel Metric Selection & InterpretationBuilding Web ApplicationsModel Training ExecutionDecision Tree ModelingRandom Forest ModelingTabular Data Cleaning & ValidationMachine Learning ApplicationWorking with Real-world DatasetsApplication DeploymentExploratory Data Analysis (EDA)Power BIPostgreSQL Database UsagePython Development

Proof of Work

Proof of Work

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Education

Bachelor's Degree, Computer Science Engineering

IMS Engineering College Ghaziabad · 2022 — 2026

High School, General Studies

Kendriya Vidyalaya Ghazipur · 2020 — 2021

Secondary School, General Studies

Kendriya Vidyalaya Ghazipur · 2018 — 2019

Contact details

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