Years of experience: 24

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Erik's Career Path
AI Software EngineerNov. 2024 -
Present
FreelanceAI Software Engineer
Developed a sophisticated Retrieval-Augmented Generation (RAG) system with advanced hallucination detection capabilities. Key innovations include: Implemented a novel attention-based hallucination detection system that monitors and analyzes language model attention patterns in real-time Designed multiple query reformulation strategies to recover from detected hallucinations by intelligently r...
AI Backend+Database DeveloperDec. 2022 -
Present
FreelancerAI Backend+Database Developer
- Developed an innovative Backend+Database system powered by a large language model (LLM), which infers business logic based on the name of the API call. - Leveraged the power of AI to encode business logic, bypassing the need for traditional programming languages and databases. This novel approach allows for faster prototyping and iteration of frontend applications. - Created an adaptable sy...
Software ArchitectSep. 2022 -
Present
FreelancerSoftware Architect
I independently designed and developed Erik's Full-Stack Personalized AI Assistant, a full-stack application that enables the conversion of any document or resource into data accessible by pluggable large language models (LLMs). One of the goal of this project was to use pluggable open-source LLMs, with data siloed by workspace/tenant boundaries to protect company proprietary information. Thi...

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