Ruthwik G
Research Assistant at Queen Mary University of London
United Kingdom
Summary
👤
Senior🎓
Top SchoolRuthwik G is a research-focused machine learning engineer with eight years of experience building high-performance data and ML systems across academia and industry. Currently a Research Assistant at Queen Mary University of London, he explores image captioning using heterogeneous graph neural networks and transformer language models, blending cutting-edge research with practical system design. Former roles as Data Engineer II at Autodesk and Data Engineer at Cimpress reflect strong production experience in large-scale data pipelines and engineering rigor. His early research on FPGA-accelerated BLAS integration demonstrated an ability to bridge hardware and software for 4–7x training throughput gains, a less obvious strength that highlights systems-level optimization skills. Ruthwik holds an MSc with distinction in Artificial Intelligence and brings a rare combination of hands-on engineering, research depth, and performance-oriented innovation. Based in India, he is actively expanding his ML/AI expertise and open to new collaborative opportunities.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Technology (B.Tech), Computer Science, Bachelor of Technology (B.Tech), Computer Science at PES UniversityMaster of Science - MSc, Artificial Intelligence, Distinction, Master of Science - MSc, Artificial Intelligence, Distinction at Queen Mary University of London
English, Kannada, Hindi
Github Skills (17)
looker10
lookml10
database8
python8
deep-learning8
machine-learning8
sql-query8
json8
snowflake7
json-parser7
tensorflow7
sql7
neural-network6
big-data6
deep-neural-networks5
Programming languages (3)
Github contributions (5)
ruthmd/Search-For-Exotic-Particles-Using-Deep-Learning
Jul 2017 - Dec 2018
Contributions:11 commits, 8 pushes, 4 branches in 1 year 5 months
ruthmd/option-prcing-agent
Jun 2025 - Jul 2026
Contributions:1 PR, 2 pushes in 1 year 1 month
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