bhaskar vinay
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Experience
C
Immersive Technology Intern
Cavin Infotech, Chennai · May 2025 – Jul 2025
- Developed a real-time multi-class retail product detection pipeline using YOLOv11 achieving ~96% detection confidence across simultaneous object instances in shelf-monitoring scenarios
- Built automated condition-based event triggers from live video streams, enabling scalable monitoring across 5+ concurrent feeds without manual inspection
Immersive Technology Intern (Computer Vision)
Cavin Infotech · May 2025 – Jul 2025
- • Built and optimized YOLOv11 inference pipelines for real-time industrial object counting and defect detection, achieving production-grade performance on edge hardware
- • Reduced model latency for on-device deployment by applying quantization and confidence threshold tuning for manufacturing floor constraints
- • Delivered CV monitoring system integrated into production surveillance infrastructure — vision-only, no additional sensor hardware required
Skills 0 proven through work
Also works with
API-driven Polling Architecture UnderstandingMultimodal Data ProcessingTeam SupportProblem SolvingTechnical Knowledge SharingTeamworkAdaptabilityWork Planning and PrioritizationBusiness IntelligenceData-Driven RecommendationsReal-Time Systems DesignData EngineeringMentoring and Peer CoachingData Architecture DesignSentiment AnalysisFraud Detection System DevelopmentRisk and Controls AssessmentDatabase Query OptimizationVersion Control with GitHubDBT UsageSnowflakeAnalytics Layer Architecturepandas UsageSecure Data HandlingTabular Data Cleaning & ValidationData ModelingHardware-Software IntegrationAlgorithm Design & OptimisationData Integrity ManagementAnomaly DetectionTime Series Trend AnalysisReal-Time Dashboard DevelopmentStreamlit Application DevelopmentApplication DeploymentApplication State ManagementTime CalculationData MonitoringUnstructured Data ProcessingData ExtractionVideo Rendering EngineeringData CalculationData TransformationETL Pipeline DevelopmentDate and Time Logic ImplementationNotification System DevelopmentProcess ImprovementSoftware Architecture PrinciplesFault-Tolerant System DesignKubernetes OrchestrationMicroservices ArchitectureMachine Learning Model DeploymentServerless ArchitectureSystem EnhancementStreaming Data ProcessingApache KafkaRabbitMQ Message Queue ImplementationConcurrency OptimizationML Training Efficiency OptimizationAsynchronous ProgrammingProcessing Pipeline OptimizationTechnical TroubleshootingReliability ImprovementLow-Latency System OptimizationCode OptimizationClean Code PracticesModel Metric Selection & InterpretationGPU ComputingPyTorchScalable System DesignFastAPI DevelopmentPython DevelopmentBackend DevelopmentDeep LearningEvent Listener ImplementationTask AutomationVideo Streaming ImplementationYOLOv8 Model UsageApplication MonitoringReal-Time Data IntegrationComputer Vision Modeling
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Education
Bachelor of Engineering, Computer Science and Engineering (AI and Robotics)
Sathyabama Institute of Science and Technology, Chennai · 2022 — 2026
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