I am a results-driven AI/ML Engineer and Tech Lead with over 8 years of experience designing and deploying generative AI, predictive models, and cloud-based solutions with AWS. I have led teams of more than 30 members to deliver projects worth over $4.2 million, achieving significant efficiency gains through scalable SageMaker pipelines and Retrieval-Augmented Generation-based large language models. My expertise spans Python, TensorFlow, PyTorch, and DevSecOps, consistently driving innovation and creating business value through data-driven strategies. I am passionate about designing and leading innovative AI-centered solutions that enhance strategy, efficiency, and competitive advantage.

Erick Allage

I am a results-driven AI/ML Engineer and Tech Lead with over 8 years of experience designing and deploying generative AI, predictive models, and cloud-based solutions with AWS. I have led teams of more than 30 members to deliver projects worth over $4.2 million, achieving significant efficiency gains through scalable SageMaker pipelines and Retrieval-Augmented Generation-based large language models. My expertise spans Python, TensorFlow, PyTorch, and DevSecOps, consistently driving innovation and creating business value through data-driven strategies. I am passionate about designing and leading innovative AI-centered solutions that enhance strategy, efficiency, and competitive advantage.

Available to hire

I am a results-driven AI/ML Engineer and Tech Lead with over 8 years of experience designing and deploying generative AI, predictive models, and cloud-based solutions with AWS. I have led teams of more than 30 members to deliver projects worth over $4.2 million, achieving significant efficiency gains through scalable SageMaker pipelines and Retrieval-Augmented Generation-based large language models.

My expertise spans Python, TensorFlow, PyTorch, and DevSecOps, consistently driving innovation and creating business value through data-driven strategies. I am passionate about designing and leading innovative AI-centered solutions that enhance strategy, efficiency, and competitive advantage.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
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Work Experience

AI/ML Lead, Tech Lead at Advanced IT Labs
January 1, 2024 - Present
Led the development of agentic workflows using generative AI to warm up cold email lists, which increased lead conversion rates by 25% across web, iOS, and Android platforms. Managed a $3.2 million budget project named ReviveAI.
Software Developer, Information Architect, Network Engineer at Advanced IT Labs
December 31, 2023 - August 28, 2025
Implemented heuristics on medical data to automate workflows and create data visualization dashboards, recovering $1.5 million in erroneous claims. Worked on the Claim Return project with a budget of $1.2 million.
AI/ML Engineer at Advanced IT Labs
January 1, 2024 - Present
Built AI tools focused on data quality and engineering, enabling 15% faster cross-walking and enrichment of large datasets through web APIs. Worked on the Greenfield Labs project with a budget of $1 million.

Education

B.S. in Computer Science at University of Maryland, College Park, MD
January 11, 2030 - January 1, 2026
B.S./M.S. Program (pending transfer) at University of Central Florida
January 11, 2030 - August 28, 2025

Qualifications

AWS Certified Cloud Practitioner
January 1, 2023 - August 28, 2025
AWS Certified Machine Learning – Specialty (In Progress)
January 11, 2030 - August 28, 2025

Industry Experience

Software & Internet, Healthcare, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
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