Prahlad Routh
AI ML Team Lead At SDAN Lab at Stony Brook University
New York, New York, United States
Summary
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Senior🎓
Top SchoolPrahlad Routh is an AI/ML team lead and materials scientist who builds theory-driven, end-to-end ML pipelines for high-throughput spectroscopy and catalysis studies at synchrotron facilities. He combines a PhD-level background in materials science with 8+ years of industry experience developing multi-modal and generative models to invert spectroscopy into structure–property and nanoparticle heterogeneity insights. Previously he led data science at a legal-tech startup, shipping semantic search, recommendation, summarization and contract lifecycle products that translated business needs into deployable NLP solutions. A seasoned educator and mentor, he has taught interdisciplinary science seminars and supervised applied STEM training for students from high school to graduate level. Prahlad’s work uniquely spans hands-on spectroscopy and microscopy characterization, advanced ML (PyTorch) and product delivery, enabling translational R&D and commercial impact.
8 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology MadrasDoctor of Philosophy (Ph.D.), Materials Science, 3.93/4.0, Doctor of Philosophy (Ph.D.), Materials Science, 3.93/4.0 at Stony Brook University
Hindi, English
Stackoverflow
1reputation
0reached
0answers
0questions
Programming languages (3)
Github contributions (5)
pkrouth/topic-model-poc
Mar 2019 - Jul 2024
Contributions:17 pushes, 3 branches in 5 years 4 months
pkrouth/Legal_LLM
Jun 2019 - Oct 2019
RNN Multi Class Classification of legal clauses
Contributions:33 commits, 6 pushes in 3 months
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