Theodor Poco
@theodorpoco
AI engineer and product builder with 3 years of experience.
What I'm looking for
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
Business & Technology Lead
Ymproved
Dec 2023 - Sep 2024 (9 months)
Led full-stack development of custom operational tools (concrete ordering, inventory, work-order management) that raised process efficiency 1.5x across multiple industries. Utilized Flutter, Firebase, and Python micro-services for the tech stack.
Co-founder
Upfront
Mar 2022 - Nov 2023 (1 year 8 months)
Conceived and launched a nightlife discovery app, scaling to 10k monthly active users via viral TikTok marketing. Owned backend & mobile codebase and negotiated venue partnerships leading to successful acquisition.
Education
Degrees, certifications, and relevant coursework
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
Availability
Location
Authorized to work in
Job categories
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