Open to opportunities

Theodor Poco

@theodorpoco

Message

AI engineer and product builder with 3 years of experience.

Romania

Message

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

Current

Founder

Current

Vance

Sep 2024 - Present (1 year 9 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.

Python Pinecone Neo4j GCP Flutter Dart

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.

Flutter Firebase Python REST APIs GraphQL APIs Cloud Functions Full Stack Developer Process Improvement

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.

Mobile Development Backend Development Negotiation Marketing User Acquisition Product Launch

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.