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Kowshika M - Machine Learning Engineer in Santa Clara, CA

Kowshika M

Mid-level AI/ML Engineer specializing in LLM fine-tuning, inference optimization, and AI safety

NVIDIAOregon State UniversitySanta Clara, CA5 Years ExperienceMid LevelWorks On-Site

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About

AI/LLM engineer with production experience at NVIDIA, where they fine-tuned and deployed a financial-services chatbot and cut latency ~50% using TensorRT + NVIDIA Triton, scaling via Docker/Kubernetes. Also has consulting experience at Accenture delivering a predictive maintenance solution for a logistics network, bridging non-technical stakeholders with actionable dashboards.

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Key Strengths

  • Built and deployed a production LLM chatbot for financial services using domain-specific fine-tuning
  • Reduced inference latency by ~50% via TensorRT optimization and deployment on NVIDIA Triton
  • Designed scalable production deployments using Docker containerization and Kubernetes orchestration
  • Established reliability practices with unit/integration testing and automated CI/CD (Jenkins/GitHub Actions) plus MLflow
  • Pragmatic model/RAG/prompting selection based on task complexity, data constraints, and latency requirements
  • Translated non-technical stakeholder needs into technical requirements and operational dashboards (predictive maintenance/logistics)

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Experience

Machine Learning EngineerNVIDIA · Nov 2024 – Present
Machine Learning EngineerScale AI · Oct 2023 – Oct 2024
Software EngineerAccenture · Feb 2021 – Feb 2023

Education

Oregon State Universitymaster, Computer Science
Vignana Bharathi Institute of Technologybachelor, Information Technology

Skills

A/B TestingAnsibleApache KafkaApache SparkAutomated TestingAWSAWS LambdaBashCollaborationCommunicationDeep LearningDockerETL PipelinesFastAPIFraud Detection

Languages

English

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Typically responds within 24 hours

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Kowshika MMid-level AI/ML Engineer specializing in LLM fine-tuning, inference optimization, and AI safety