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Wendell Lozano

@wendelllozano

Senior Data and ML engineer driving production-grade data pipelines.

Philippines
Message

What I'm looking for

I seek roles building scalable ML/data pipelines and MLOps in collaborative, multi-cloud teams where I can drive measurable business impact and mentor engineers.

I am a Senior Data/ML Engineer with 7+ years building production-grade data pipelines and machine learning systems across finance, manufacturing, and telecommunications. I specialize in ETL/ELT infrastructure, feature engineering, and classical ML algorithms that deliver measurable business impact.

I've architected multi-cloud data pipeline infrastructure processing over 1M daily prediction requests with sub-100ms tail latency, automated ETL workflows with Apache Airflow and Terraform, and established data quality frameworks preventing the vast majority of schema violations before production.

My work has produced tangible savings and performance gains, including $12.9M+ in cost savings through predictive analytics, major reductions in query and deployment time, and improvements in model accuracy and retrieval relevance across large-scale systems.

I mentor junior engineers, standardize MLOps and CI/CD practices, and focus on scalable, observable systems—balancing rapid iteration with robust production reliability to accelerate business outcomes.

Experience

Work history, roles, and key accomplishments

CA

AI Engineer

Jan 2022 - May 2023 (1 year 4 months)

Designed end-to-end pipelines extracting 10M+ records to produce 100+ features achieving 94% intent classification accuracy and deployed a hybrid FAISS+Elasticsearch retrieval improving relevance by 30% for 50K daily conversations.

Education

Degrees, certifications, and relevant coursework

University of Melbourne logoUM

University of Melbourne

Bachelor’s Degree, Information Technology

2014 - 2018

Completed a Bachelor's degree in Information Technology with coursework and projects covering software engineering, data systems, and applied machine learning.

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Wendell Lozano - Senior AI/ML Engineer - Capgemini | Himalayas