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I am an AI Engineer with production experience building and deploying end-to-end AI-powered web applications using Python, TypeScript, and agentic frameworks. I translate stakeholder requirements into working products and integrate LLM agents into scalable systems with a focus on reliability and observability. I’m based in Sydney and excel in remote, cross-functional settings, delivering iteratively and driving adoption of AI tooling across engineering teams. I enjoy turning complex problems into clean architectures with measurable impact.…I am an AI Engineer with production experience building and deploying end-to-end AI-powered web applications using Python, TypeScript, and agentic frameworks. I translate stakeholder requirements into working products and integrate LLM agents into scalable systems with a focus on reliability and observability. I’m based in Sydney and excel in remote, cross-functional settings, delivering iteratively and driving adoption of AI tooling across engineering teams. I enjoy turning complex problems into clean architectures with measurable impact.

Nikil PS

AI Engineer, Full Stack Developer, Web Developer, +2

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I am an AI Engineer with production experience building and deploying end-to-end AI-powered web applications using Python, TypeScript, and agentic frameworks. I translate stakeholder requirements into working products and integrate LLM agents into scalable systems with a focus on reliability and observability. I’m based in Sydney and excel in remote, cross-functional settings, delivering iteratively and driving adoption of AI tooling across engineering teams. I enjoy turning complex problems into clean architectures with measurable impact.…I am an AI Engineer with production experience building and deploying end-to-end AI-powered web applications using Python, TypeScript, and agentic frameworks. I translate stakeholder requirements into working products and integrate LLM agents into scalable systems with a focus on reliability and observability. I’m based in Sydney and excel in remote, cross-functional settings, delivering iteratively and driving adoption of AI tooling across engineering teams. I enjoy turning complex problems into clean architectures with measurable impact.

Available to hire

I am an AI Engineer with production experience building and deploying end-to-end AI-powered web applications using Python, TypeScript, and agentic frameworks. I translate stakeholder requirements into working products and integrate LLM agents into scalable systems with a focus on reliability and observability.

I’m based in Sydney and excel in remote, cross-functional settings, delivering iteratively and driving adoption of AI tooling across engineering teams. I enjoy turning complex problems into clean architectures with measurable impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

Work Experience

Software Engineer at Multimatic Electronic System

January 1, 2023 - Present

Architected a production multimodal RAG pipeline (dense + sparse retrieval, cross-encoder re-ranking, Ollama embeddings) for legacy engineering documents deployed on AWS EC2, improving retrieval quality and accelerating access to internal knowledge across teams. Engineered enterprise knowledge agents on Copilot Studio that combined retrieval, reasoning, and workflow automation to generate requirements and answer engineering queries, reducing manual effort by 40%. Deployed MCP-enabled LLM agent on edge hardware with custom tool access, system prompt management, and secure task routing. Led end-to-end delivery of a full-stack automation platform (TypeScript/FastAPI/PostgreSQL) including ETL and CI/CD, achieving a 67% improvement in operational cycle time. Created containerised Python key-generation service using Docker and Kubernetes, enabling 100% security compliance across 1,200+ vehicles with zero incidents. Drove tooling adoption by identifying bottlenecks, presenting ROI to leadersh