Mar 30 โข General discussion
Let's build a lot for this community! ๐ช
Hi everyone ๐
I am an AI and full-stack engineer working on LLM systems, AI agents, automation, and multimodal AI (text, voice, and vision).
Most of my work focuses on building AI systems that run in real production environments, not just demos.
I usually connect LLMs with APIs, databases, tools, and business logic so they can operate reliably inside real workflows.
*AI / ML Systems*
โข LLM orchestration pipelines
โข tool use (ReAct-style) and reasoning loops
โข safety guardrails and grounded generation
โข evaluation and reliability pipelines
โข multi-agent workflows and memory systems
โข RAG systems (vector databases, hybrid search, custom retrievers)
โข document intelligence (PDF extraction, OCR, structured data pipelines)
โข multimodal AI (text, voice, vision, audio pipelines)
*Full-Stack & Infrastructure*
โข React / Next.js frontends
โข FastAPI / NestJS backend systems
โข secure APIs and RBAC design
โข automation pipelines (n8n, Zapier, Make, webhooks)
โข API integrations and workflow orchestration
โข cloud deployment and scalable backend systems
โข monitoring, observability, and production reliability
Recently I have also been exploring AI systems in the music industry, including music understanding, audio analysis, recommendation systems, and AI-assisted production workflows.
I have worked on systems in areas like healthcare AI, document intelligence, and automation platforms.
For this good community, Let's build perfect a lot ! ๐ช
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Let's build a lot for this community! ๐ช
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