About me
๐ค๏ธ Who I am: My name is David Streuli, and I am a bioinformatics specialist with five formative years in Taiwan, where I chose to conclude my PhD studies to focus on AI and knowledge extraction systems.
๐ฅ Past 5 years:I have 2 years of experience in AI-driven pipeline development. This includes Python, LLM systems, and knowledge graphs. In NLP research, I mastered LLM pipeline development, dataset curation, and graph database utilization. In the first half of my PhD, I developed a gene-sequence optimization algorithm, investigated biological evolution prediction and joined a GWAS (genome-wide association studies) project.
๐ก Key skills: I’m an expert in Python pipelines for data analysis and LLM systems. My skills include statistical modeling, scientific documentation, and information extraction. I specialize in relation extraction, entity linking, data gathering, fact-checking, and LLM agentic systems.
๐ My value and drive: I believe in democratizing knowledge through better search tools. These tools help people find and understand scientific information more easily.
๐ My Agenda: I spend 70% of my time as a freelancer. My projects involve data gathering, fact-checking, information extraction, and LLM agentic systems. The other 30% goes to a semantic search project. This project builds a tool to automate information extraction from scientific literature. It converts text into knowledge graphs and machine-readable formats. This makes finding specific information easier without reading entire papers.
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Still interested? If you’re interested in speaking with me about NLP innovation, next-generation semantic search, or knowledge graph applications, please send me a brief message and connect with me.