AI and Full Stack Engineer passionate about building next-generation AI systems, with expertise in Large Language Models and AI Agents. I create intelligent, autonomous solutions that transform complex challenges into innovative opportunities, consistently pushing the boundaries of artificial intelligence.
Supporting Local Innovation
I support Boulder's entrepreneurial ecosystem through my investment in Fuse Jewelry Bar, a pioneering permanent fine jewelry experience that combines custom design with innovative welding technology.
Visit Fuse Jewelry BarFeatured Projects
A creatively fine-tuned variant of Gemma-3B, optimized for imaginative and expressive creative writing tasks.
An open source everything website for Cursor AI.
A technique to optimize LLM responses by extracting and refining their internal reasoning chains.
Memory-efficient PyTorch kernel for Llama 3.2 inference with 4-bit quantization and advanced optimization techniques.
How to query an AWS Bedrock Knowledge Base using the RetrieveAndGenerate API.
A LangChain integration package that enables seamless interaction with Salesforce CRM data in LLM applications.
A Model Context Protocol server for performing numerical computations through LLMs using NumPy.
A technique that improves LLM reasoning by dynamically injecting Chain of Thought prompts based on entropy measurements.
Open Source Contributions
Popular framework for building LLM-powered applications and agents.
Block's Goose project, an open source initiative for AI Agents.
Huggingface's project focused on lightweight, efficient AI agents.
Open-source LLM Gateway that allows calling 100+ LLM APIs in the OpenAI format.
Work Experience
Blog
OpenAI Agents SDK: Building the Future of Interactive AI Systems
An in-depth exploration of OpenAI's Agents SDK, its key features, and how it's revolutionizing the development of autonomous AI systems.
Building Halcyon-1B
A deep dive into creating a specialized language model for creative writing, built on Gemma-3B and optimized with Unsloth.
MCP and Cursor
Extending AI capabilities with Model Context Protocol, a powerful open standard for connecting Cursor to external tools and data sources.
Chain of Thought Reranking
A technique to optimize LLM responses by extracting and refining their internal reasoning chains.
Building langchain-salesforce
A journey in creating a seamless integration between LangChain's powerful LLM framework and Salesforce's robust CRM platform.
Connect
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