Open to opportunities

Alex Diamond

@alexdiamond2

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Senior AI full-stack developer specializing in LLMs, RAG, and cloud-native production systems.

United States

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What I'm looking for

I seek roles building production-scale AI products where I can lead LLM/RAG integrations, optimize inference and reliability, collaborate cross-functionally, and drive measurable product adoption improvements.

I am a Senior AI Full-Stack Developer with 9 years of experience building and deploying end-to-end AI systems that power real-world applications at scale. I specialize in integrating LLMs, RAG pipelines, and deep learning models with robust backend architectures and modern frontend interfaces, and I have driven measurable improvements like up to 60% inference latency reduction and 45% improved reliability.

I collaborate closely with cross-functional teams to deliver user-centric AI solutions that increased product adoption by 30% and client satisfaction overall. My work spans backend API development, ML pipeline orchestration, cloud-native deployments on AWS/GCP/Azure, and frontend integrations using modern frameworks, enabling scalable, maintainable AI products.

Experience

Work history, roles, and key accomplishments

Senior AI/ML Developer

Octo AI

Feb 2023 - Sep 2025 (2 years 7 months)

Improved inference performance for LLM services via quantization and batching, reduced latency up to 60%, and migrated AI services to containerized AWS deployments that increased reliability by 45%. Built FastAPI microservices, ML pipelines, and RAG integrations to enhance retrieval accuracy and operational efficiency.

Python fastAPI RAG MLFlow Docker AWS Kubernetes Model Quantization

Senior AI Full Stack Developer

Dunia

Oct 2019 - Jan 2023 (3 years 3 months)

Built Python data pipelines and backend APIs to prepare and serve structured and semi-structured data, implemented automation and scheduled jobs on AWS to improve data availability and reduce manual intervention, and delivered data-driven features in collaboration with product teams.

Python Next.js React Native AWS Lambda S3 REST APIs Data Pipelines Data Validation Automation

Full Stack Developer

Hypatos

Jul 2017 - Sep 2019 (2 years 2 months)

Developed Python backend modules and batch-processing workflows on AWS Lambda, created data-driven UIs to interact with internal tools, and performed testing and performance analysis to ensure reliability and data consistency.

Python JavaScript AWS Lambda Batch Processing Testing Performance Analysis