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Ally Bangash

@allybangash

Principal AI/ML engineer and architect driving scalable, production-ready deep learning and generative AI solutions.

United States
Message

What I'm looking for

I seek senior AI/ML leadership roles building cloud-native, production-grade ML platforms and generative AI products, with strong emphasis on team mentorship, responsible AI, and measurable business impact.

I am an AI/ML leader with 10+ years designing large-scale machine learning systems, end-to-end MLOps pipelines, and deploying advanced models for NLP, computer vision, and recommendation systems. I focus on delivering production-ready, explainable, and secure AI that drives measurable business impact.

In recent roles I architected cloud-native ML infrastructures on AWS, GCP, and Azure, implemented RAG pipelines with vector databases, and integrated multimodal AI into clinical and customer workflows, improving diagnostic accuracy and engagement while reducing costs.

I mentor and lead engineering and data science teams, promote responsible AI and model explainability, and partner with executives to align AI strategy with KPIs to unlock revenue and operational efficiencies.

Experience

Work history, roles, and key accomplishments

UN

Senior Data Scientist

Uniphore

Mar 2018 - Nov 2023 (5 years 8 months)

Oversaw ML solutions across banking, insurance, and retail; architected cloud-native MLOps on Databricks and Snowflake, and deployed RAG/vector DB solutions that increased engagement by 23% and unlocked $10M annual revenue impact.

Dataiku logoDA

Machine Learning Engineer

May 2014 - Feb 2018 (3 years 9 months)

Designed and deployed large-scale predictive analytics and streaming pipelines for healthcare, reducing patient readmission by 18% and delivering computer vision models with 90%+ sensitivity in early detection trials.

Education

Degrees, certifications, and relevant coursework

UI

Unknown Institution

Bachelor of Science, Computer Science

Bachelor of Science in Computer Science; completed undergraduate study in computer science.

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Ally Bangash - Principal AI/ML Solutions Architect - Teladoc Health | Himalayas