W
Winson GR
$100/hr or $80,000/yr

Active over a week ago


Member since Jun 2026

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Software Engineer

AI-native engineer
Available for hire
Years of experience
4+ years
Experience level
Mid-level
Available for
Full-time, Contract, Freelance
Available from
23 Jul 2026

My background is primarily in backend and infrastructure engineering, with recent focus on AI systems. I have built RAG and document-ingestion pipelines, worked with embeddings, vector search, retrieval workflows, and LLM integrations, while also designing the surrounding infrastructure required to operate these systems reliably.

Professionally, I have architected and shipped production backend systems involving async processing, queues, Redis, PostgreSQL, AWS, CI/CD, observability, and distributed services. This foundation helps me approach AI systems from a production-first perspective, focusing not only on model quality but also on scalability, latency, reliability, and cost.

I actively build AI projects outside of work and continuously deepen my understanding of retrieval systems, orchestration frameworks, inference trade-offs, and agent-based architectures.

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Education

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