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I will build production ready llm pipelines with evaluation
Pree K
About this gig
I build production-ready AI systems using LLMs like GPT and Claude.
From chatbots and RAG (chat with your documents) to multi-step AI workflows, I help turn your ideas into reliable, scalable solutions using Python and AWS.
Unlike basic AI demos, I focus on real-world performance with structured outputs, validation, and evaluation to reduce errors and improve consistency.
If you want an AI system that actually works in production, I can help.
Get to know Pree K
Pree K
Senior Data Scientist
- FromUnited Kingdom
- Member sinceMar 2026
Languages
English, Hindi, French
I am a Senior Data Scientist at Octopus Money. I design and implement customer persona clustering models and build scalable ML pipelines using AWS SageMaker. I also develop agentic AI workflows and LLM systems for financial coaching.
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FAQ
Q: Can you build production-ready systems, not just prototypes?
Yes. I specialise in building real-world AI systems used in production. My approach includes structured outputs, validation layers, and evaluation to ensure reliability, not just basic demos.
Q: Do you offer quick $50 chatbot solutions?
I focus on building reliable and scalable AI solutions rather than quick, low-quality implementations. If you need a simple prototype, I can help, but my main focus is production-ready systems.
Q: What do you need from me to get started?
A clear idea of your use case, sample data (if available), and expected output. If you're unsure, we can start with a short consultation to define the best approach.
Q: Do you support OpenAI, Claude, and custom LLM workflows?
Yes. I work with GPT, Claude, and other LLMs, and can design custom workflows including RAG systems, APIs, and multi-step AI agents.
