Open to opportunities

Mobin Ash

@mobinash

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Senior Machine Learning Engineer and Generative AI architect driving production LLM & MLOps solutions.

United States

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What I'm looking for

I seek a role building production Generative AI and MLOps systems, leading cross-functional teams, delivering measurable business impact in cloud-native environments.

I am a Senior Machine Learning Engineer and Generative AI architect with 10+ years building and scaling LLM, RAG, and MLOps solutions across fintech, SaaS, and enterprise domains. I design and deploy production-grade pipelines, model fine-tuning workflows, and multimodal AI copilots that reduce decision latency and accelerate query resolution.

I have led and mentored cross-functional AI teams of 10+ engineers, implemented enterprise RAG platforms and MLOps frameworks on AWS, GCP, and Azure, and delivered measurable business impact—reducing deployment cycles and automating a large portion of customer interactions.

Experience

Work history, roles, and key accomplishments

Current

Lead Data Scientist

Current

Cogito Tech

Mar 2021 - Present (4 years 7 months)

Led design and deployment of enterprise AI platforms that reduced decision-making time by 40% and improved retrieval accuracy through RAG, while mentoring 10+ engineers and cutting deployment cycles by 40%.

RAG Pinecone MLFlow Kubeflow PyTorch Hugging Face AWS GCP MLOps

Machine Learning Engineer

KlearStack

Jun 2015 - Feb 2021 (5 years 8 months)

Built predictive and recommendation models that increased customer engagement 15% and forecasting accuracy 20%, and automated NLP workflows saving hundreds of analyst hours annually.

Python TensorFlow Spark ETL Docker Terraform AWS Azure GCP Airflow

Junior AI Engineer

Diffco

Jul 2012 - May 2015 (2 years 10 months)

Designed ML automation workflows that reduced manual processes by 50% and implemented fraud detection systems preventing over $2M in potential losses, plus BI dashboards for executive decision-making.