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illiaputintsev/README.md

Illia Putintsev

Second-year BSc Artificial Intelligence student at King's College London. I work as a backend software engineer alongside my degree and do independent research on AI interpretability in my spare time.

What I'm working on

TIM — Backend Team Lead at an AI assistant for business relationships and negotiations, live on the App Store and Google Play. I built the retrieval-augmented assistant pipeline, the encrypted-at-rest data layer and the realtime layer over Redis pub/sub and WebSockets.

King's College London, LASR team — Undergraduate Researcher. Built the object-sorting task on TIAGo as a ROS 2 state machine and evaluated open-vocabulary detectors (Grounding DINO, YOLOE, OWLv2, YOLO-World).

attnconverge — research project asking whether transformer attention patterns converge across models the way representations are claimed to. Ten independently trained models from four organisations, 70M to 1B.

Stack

Python, Java, TypeScript, SQL · Django, Django REST Framework, Spring Boot, React, Angular · PostgreSQL (pgvector), Redis, Celery · PyTorch, HuggingFace Transformers, LangChain, OpenCV, Ultralytics · ROS 2, Gazebo, MoveIt 2, Nav2 · Docker, GitHub Actions, nginx, AWS S3, Google Cloud KMS

Contact

illiaputintsev03@gmail.com · linkedin.com/in/illiaputintsev

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    Head-level attention agreement across independently trained transformer language models. Testing whether the Platonic Representation Hypothesis extends from representations to attention.

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