Skills
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Recommender systems
Collaborative filtering from scratch, Music recommender with audio auto-tagging, News recommender: retrieval, ranking, re-ranking
News recommender: retrieval, ranking, re-ranking, Deep Structured Semantic Model (DSSM)
News recommender: retrieval, ranking, re-ranking, Music recommender with audio auto-tagging
News recommender: retrieval, ranking, re-ranking, Music recommender with audio auto-tagging
Deep Structured Semantic Model (DSSM), MIND: multi-interest network with dynamic routing
Audio and music AI
Deep learning
Machine learning
LLMs and NLP
Data engineering
Orchestration and infrastructure
Scraping, automation, and web
Frameworks and languages
MIND: multi-interest network with dynamic routing, Deep Structured Semantic Model (DSSM), Transformer for neural machine translation (German → English), SimCLR self-supervised representation learning, Human activity recognition with YOLOv8 and ResNet-50
E4UL: efficient unlearning for recommender systems, MIND: multi-interest network with dynamic routing, Deep Structured Semantic Model (DSSM), Collaborative filtering from scratch, Transformer for neural machine translation (German → English), SimCLR self-supervised representation learning, Human activity recognition with YOLOv8 and ResNet-50, TMDB: containerized movie recommender platform, MG symptom management app