Technical Skills & Certifications

Generative AI

Foundation models, LLMs, Prompt engineering, LLMOps, GenAIOps, RAG, Agentic AI, Multi-agent systems, Multimodality, LMI, TGI, LangChain, Langfuse, Amazon Bedrock, Bedrock AgentCore

Machine Learning

Supervised/Unsupervised/Reinforcement learning, Ensemble, Deep Neural Networks, Computer Vision, NLP, Forecasting, Personalization, Responsible AI

ML in Cloud

Amazon SageMaker AI end-to-end: GroundTruth, Studio, Data Wrangler, Feature Store, Processing, Training, HPO, Hosting, Model Registry, Pipeline, JumpStart

MLOps & LLMOps

SageMaker Pipeline/Projects, AWS CodeCommit, CodeBuild, CodePipeline, CloudFormation, Service Catalog, GitHub Actions, GitLab CI, Jenkins

Data & Analytics

Data analysis, modeling, visualization, AWS Glue, EMR, Athena, OpenSearch, Redshift, BigQuery

Languages

Python, PySpark, SQL, JavaScript

Certifications
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Google Professional ML Engineer
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AWS ML Engineer – Associate
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AWS AI Practitioner
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AWS ML – Specialty
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AWS Certified Senior Speaker
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Palo Alto Network Security Engineer