Vigneshwaran Santhalingam
Senior Data Scientist
Los Angeles, California, United States
Summary
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Senior🎓
Top SchoolVigneshwaran Santhalingam is a Senior Data Scientist based in Los Angeles with over six years of experience delivering production-grade ML and data engineering solutions across energy, finance, and medical research. He combines deep learning expertise (BERT, ViTs, YOLOv7) and GenAI/RAG prompt engineering with strong backend engineering—designing microservices, CI/CD pipelines, and Kubernetes-deployed model services. Notable achievements include automating stakeholder reporting with an LLM-driven dashboard generator and deploying camera-based edge-to-cloud emissions monitoring that eliminated manual flowmeter reads. He launched MLOps practices and human-in-the-loop active learning to accelerate model rollouts and maintain precision in dynamic environments. Comfortable prototyping with Flask/FastAPI and Docker, he pairs rigorous software engineering (unit tests, Git workflows) with a knack for translating complex models into clinician- and operator-friendly interfaces. Outside typical ML work, he has a track record of squeezing state-of-the-art performance from constrained models—matching SOTA brain-age results with 50% fewer parameters.
6 years of coding experience
9 years of employment as a software developer
Master's degree Machine Learning and Datascience, Master's degree Machine Learning and Datascience at University of Southern CaliforniaBachelor of Engineering Instrumentation Technology/Technician, Bachelor of Engineering Instrumentation Technology/Technician at Madras Institute of Technology
Stackoverflow
1reputation
0reached
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Github Skills (19)
vertex5
python4
sdk4
science4
tsne3
mnist3
python-bindings3
artificial-intelligence3
data-science3
machine-learning3
multithreading2
macos2
tensorflow2
vertex-ai1
cuda1
Programming languages (2)
Github contributions (5)
vnesh-san/Predicting-Lung-Congestion
Sep 2019 - Oct 2020
Contributions:10 commits, 9 pushes, 1 branch in 1 year 1 month
vnesh-san/Anomaly-Detection-by-Feature-Segregation
Oct 2019 - Oct 2020
Contributions:4 commits, 3 pushes, 1 branch in 1 year
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