Nisarga H R
Contact details — on requestProof of Work — on request
Experience
AI / Machine Learning Engineer Intern
Rooman Technologies · Sep 2024 – Feb 2025
- Executed the full ML lifecycle data collection, cleaning, feature engineering, model training, and performance evaluation with Python (pandas, NumPy, scikit-learn) on real-world industry data.
- Leveraged supervised and unsupervised learning techniques, iterating via cross-validation and hyperparameter tuning to boost predictive accuracy and generalization in diverse business scenarios.
- Converted raw datasets into actionable insights for several enterprise use cases, honing the analytical and problem-solving capabilities core to a Data Science position.
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Cloud Computing Trainee
Anudip Foundation (AWS Partner) · Nov 2024 – Jan 2025
- Completed 352 hours of intensive AWS training spanning EC2, S3, IAM, VPC, RDS, and CloudWatch infrastructure directly applicable to deploying and monitoring production ML systems.
- Provisioned EC2 auto-scaling clusters, S3 storage buckets, and CloudWatch observability dashboards in strict adherence to AWS Well-Architected Framework guidelines.
- Configured IAM permission policies, VPC security groups, and RDS relational instances per compliance best practices; awarded the AWS Certified Cloud Practitioner credential upon completion.
Skills 0 proven through work
Also works with
Auto Scaling Group CreationLaunch Template CreationAmazon Machine Image CreationVPC CreationQuery WritingPersistenceSoftware Development PracticesClean Code PracticesRoot Cause AnalysisOn-time DeliveryAdaptabilityProcess ImprovementOrganizationWork Planning and PrioritizationMentoring and Peer CoachingUser Experience ImprovementIncident ManagementProduct Quality ControlTest Suite ManagementManual TestingProcess UnderstandingSystem TestingConsistent Quality DeliveryRapid LearningReliabilityAgile MethodologyTechnical Skill DevelopmentSelf-Directed LearningSoftware Quality AssuranceAttention to DetailFunctional TestingUsability-Security Trade-off AnalysisDocumentation ReviewRequirements AnalysisSystem Metrics CollectionLoad Balancer ConfigurationUptime ManagementFault-Tolerant System DesignScalable System DesignCloud Architecture AdvisoryApplication MonitoringVirtual Machine ManagementAWS RDS ConfigurationNetwork SecurityAWS IAM & Access ManagementAmazon S3Infrastructure ManagementCloud MonitoringCybersecurity FundamentalsAWS DeploymentModel Architecture SelectionOverfitting Detection and MitigationModel ComparisonData Integrity ManagementExploratory Data Analysis (EDA)Decision MakingClassification ModelingBusiness AnalysisAnalytical ThinkingTechnical DocumentationReceiving and Incorporating FeedbackTeamworkApplication ConsistencyReliability ImprovementData ValidationTechnical TroubleshootingHyperparameter TuningK-Fold Cross-ValidationComparative Performance AnalysisModel Metric Selection & Interpretationscikit-learnNumPypandas UsagePython DevelopmentModel Training ExecutionFeature EngineeringTabular Data Cleaning & ValidationData PreprocessingData CollectionProblem SolvingEnd-to-End Data Science Lifecycle Management
Proof of Work
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Education
B.E., Electronics & Communication Engineering
Rajeev Institute of Technology, Hassan · 2021 — 2025
Pre-University, PCMB
Master's PU College, Hassan · 2018 — 2020
Projects
Contact details
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