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.
9 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
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Github Skills (4)
multiclass-classification4
imaging1
python1
data-analysis1
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/jarvis
May 2021 - May 2023
Joint Automated Repository for Various Integrated Simulations (JARVIS) is an integrated framework for computational science using density functional theory, classical force-field/molecular dynamics and machine-learning.
Contributions:2 PRs, 1 push in 2 years 1 month
simulationjarvisforcescienceintegrated
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