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Reymark Garcia

@reymarkgarcia

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AI/ML engineer delivering production-grade LLM, generative AI, and scalable ML systems.

Philippines

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What I'm looking for

I seek a senior AI/ML role building production LLM/RAG systems with strong engineering practices, scalable model serving, and opportunities to lead architecture and MLops initiatives.

I am an AI/ML engineer with 5+ years of experience building production-grade intelligent systems that combine strong software engineering principles with advanced machine learning.

I design and implement end-to-end LLM, RAG, and multi-agent architectures, and have led development of multi-tenant SaaS platforms, production model-serving pipelines, and AI-driven automation solutions.

My hands-on work includes computer vision medical imaging pipelines, NLP model fine-tuning and retrieval systems, vector search solutions, and ML monitoring and observability integrated into product dashboards.

I prioritize modular design, API-driven architectures, testing and CI/CD, cost-efficient model usage, and human-in-the-loop quality controls to deliver reliable, maintainable, and scalable AI solutions.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Zenovo AI

Jul 2025 - Dec 2025 (5 months)

Designed and led development of a multi-tenant SaaS platform delivering customizable LLM/RAG services and implemented a production-scale multi-agent AI system with standardized tool orchestration and Human-in-the-Loop workflows.

LangGraph OpenAI API RAG Prompt Engineering Agentic Systems CI CD

AI Engineer

GenAI.Labs

Nov 2023 - May 2025 (1 year 6 months)

Built enterprise AI performance-monitoring chatbot and production medical imaging pipeline for echocardiogram analysis, and deployed predictive ML models integrated into MERN dashboards to surface product insights.

PyTorch MONAI Lightning OpenCV React Elasticsearch XGBoost MLFlow MERN

AI Backend Developer

Stratpoint Technologies

Jan 2023 - Nov 2023 (10 months)

Led backend development for AI experimentation team, building scalable ETL pipelines and RESTful APIs for geospatial predictive models and reducing average response times via Redis caching from 1.2s to 300ms.

Django DRF AWS S3 Google Earth Engine Redis Docker Celery API Design

AI/ML Engineer

Senti Techlabs, Inc

Aug 2021 - Nov 2022 (1 year 3 months)

Developed and fine-tuned transformer-based NLP models, implemented model-serving pipelines with FastAPI on AWS, and built document search workflows using Sentence Transformers and FAISS to accelerate knowledge retrieval.

PyTorch Hugging Face fastAPI AWS MLFlow Sentence Transformers Faiss Hyperparameter Tuning

AI/ML Engineering Intern

Senti Techlabs, Inc

May 2020 - Aug 2021 (1 year 3 months)

Assisted in developing NLP prototypes for text classification and keyword extraction, handled dataset cleaning and exploratory analysis, and benchmarked classical ML methods against transformer-based models.