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Theodor Poco

@theodorpoco

AI engineer and product builder with 3 years of experience.

Romania
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What I'm looking for

I am looking for opportunities that foster innovation and allow me to leverage AI to solve real-world problems while working in a collaborative environment.

I am an AI engineer and product builder with three years of experience in creating end-to-end LLM systems. My journey has led me to launch Vance, an AI copilot that streamlines industrial machinery service and support. I have a proven ability to ship AI multimodal agents using Python, and I am proficient in various technologies including OpenAI APIs, LangChain, and HuggingFace Transformers.

Throughout my career, I have designed innovative solutions such as a Graph-based RAG pipeline that builds a heterogeneous knowledge graph from parsed OEM brochures and service manuals. My work has achieved significant results, including a 60-80% autonomous resolution of routine support cases and a 28% first-time-fix rate for enterprise pilots. I thrive on challenges and am passionate about leveraging AI to enhance operational efficiency.

Experience

Work history, roles, and key accomplishments

VA
Current

Founder

Vance

Sep 2024 - Present (11 months)

Launched Vance, an AI copilot that streamlines industrial machinery service and support. Designed a Graph-based RAG pipeline that builds a heterogeneous knowledge graph from service manuals, tickets, and call logs.

Education

Degrees, certifications, and relevant coursework

King's College London logoKL

King's College London

BEng Electrical Engineering & Computer Science, Electrical Engineering & Computer Science

Completed a Bachelor of Engineering in Electrical Engineering & Computer Science. Final-year project focused on a Gamified eLearning platform. Relevant coursework included Computer Vision, Machine Learning, and Computer Systems.

Tech stack

Software and tools used professionally

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Theodor Poco - Founder - Vance | Himalayas