Giani Statie
ML Software Engineer at QIAGEN
Cluj-Napoca, Romania
Summary
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Rockstar🎓
Top SchoolGiani Statie is an ML Software Engineer with 7 years of experience building production-ready AI systems across text, graph, image, and video domains from Cluj-Napoca, Romania. He has led ML teams and delivered end-to-end projects—from prototyping SOTA models in collaboration with NVIDIA and Neo4j to deploying RAG-powered biomedical QA services and MCP chat servers on cloud platforms. His background spans industrial and research settings (Porsche, Bosch, QIAGEN) with hands-on work in langchain, transformers, torch-geometric, llama-cpp, Docker, AWS/Azure and FastAPI. Giani combines a formal Master’s in Computer Vision & AI with practical skills in data pipelines, labeling tools and graph-based NLP, enabling rapid translation of research into robust products. Outside work he co-founded a local NGO to grow the game development community, reflecting a long-standing passion for video games that often inspires novel ML ideas. Pragmatic and curious, he’s equally comfortable optimizing inference performance as experimenting with new LLM workflows and multimodal pipelines.
7 years of coding experience
7 years of employment as a software developer
Master's degree, Computer Vision and Artificial Intelligence, Master's degree, Computer Vision and Artificial Intelligence at Technical University of Cluj Napoca
Romanian, English
Stackoverflow
1reputation
0reached
2answers
0questions
Github Skills (45)
summarization10
retrieval9
chatgpt9
text-generation9
simulation9
pytorch9
sentence-embeddings9
squad9
semantic-search9
python9
information-retrieval9
question-answering9
semantic9
korean-nlp9
haystack9
Programming languages (6)
Github contributions (5)
2BytesGoat/ENV-DragonJump
Sep 2024 - Feb 2025
Contributions:6 releases, 31 PRs, 95 pushes in 4 months
2BytesGoat/2bytesgoat.github.io
Oct 2023 - Mar 2025
Contributions:10 PRs, 36 pushes, 11 branches in 1 year 5 months
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