I am a Senior AI/ML Engineer with over 7 years of experience in crafting scalable and production-ready machine learning solutions across cloud platforms. My expertise lies in managing end-to-end ML workflows, focusing on areas such as Generative AI, NLP, and computer vision. I am passionate about developing low-latency systems and leading cross-functional teams to deliver impactful AI systems tailored for business needs.

Tristan Alvarez

I am a Senior AI/ML Engineer with over 7 years of experience in crafting scalable and production-ready machine learning solutions across cloud platforms. My expertise lies in managing end-to-end ML workflows, focusing on areas such as Generative AI, NLP, and computer vision. I am passionate about developing low-latency systems and leading cross-functional teams to deliver impactful AI systems tailored for business needs.

Available to hire

I am a Senior AI/ML Engineer with over 7 years of experience in crafting scalable and production-ready machine learning solutions across cloud platforms. My expertise lies in managing end-to-end ML workflows, focusing on areas such as Generative AI, NLP, and computer vision.

I am passionate about developing low-latency systems and leading cross-functional teams to deliver impactful AI systems tailored for business needs.

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Experience Level

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

Senior AI/ML Engineer at Tech Lab, Inc
January 1, 2022 - Present
Designed scalable ML workflows for predictive scheduling and intelligent alerting; increased operational effectiveness by 38%. Engineered low-latency inferences using FastAPI and Django; established real-time, event-driven processing pipelines with Kafka, Celery, Redis. Orchestrated cloud-based ML infrastructure on AWS for CI/CD pipelines, improving deployment reliability by 50%.
ML Engineer at Fin Pulse
January 1, 2020 - Present
Delivered interactive ML dashboards, boosting stakeholder engagement by 40%. Implemented GraphQL-driven data services to streamline access patterns and cut query latency by 28%. Refined inference pipelines via caching strategies and asynchronous workflows, improving execution speeds by 25%. Coached teams on ML engineering standards, accelerating delivery throughput by 25%.
AI Engineer at ShopVerse
January 1, 2018 - January 1, 2020
Supported development of multi-tenant analytics platform for demand forecasting and inventory optimization using Django, Scikit-Learn, TensorFlow, and Keras; contributed to a 32% improvement in prediction accuracy. Built automated ETL pipelines and data ingestion scripts with Pandas, NumPy, and SQL, reducing manual data handling by 60%. Optimized inference performance with caching strategies and asynchronous workflows, reducing execution times by 25%.

Education

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Qualifications

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Industry Experience

Software & Internet, Financial Services, Retail, Professional Services, Other

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
See more