Samarth Zalte
ML @ USC | Machine Learning Engineer
- Role
- Machine Learning Researcher at Usc Information Sciences Institute
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Samarth Zalte
Machine Learning engineer with experience in predictive analytics, and AI-powered…
Experience
Machine Learning Researcher
Usc Information Sciences Institute
Jun 2025 — Present · Los Angeles, CA, US
Built named entity extraction system identifying research methods, datasets, and evaluation metrics from 10K+ ML papers, achieving 91% accuracy through fine-tuned transformer models (SciBERT)- Developed multilingual search system using cross-lingual embeddings to surface relevant research in non-English languages, expanding accessible literature by 40% for institute researchers- Optimized Llama 2’s GPU memory usage by 71% through 4-bit NF4 quantization, enabling batch processing of research papers while maintaining 95% inference accuracy
Education
Vellore Institute of Technology
Bachelor of Technology - BTech, Electrical and Electronics Engineering
2017 — 2018
Maharashtra Institute of Technology
Bachelor of Technology - BTech, Electronics and Communication Engineering
University of Southern California
Master of Science - MS, Electrical and Computer Engineering (Machine Learning and Data Science)
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