Karnesh Jain
Research Software Engineer at The University of Alabama
United States
Summary
👤
Senior🎓
Top SchoolKarnesh Jain is a Research Software Engineer with 8 years of experience turning complex scientific and environmental data into production-ready machine learning and simulation systems. He has built full-stack GIS web apps, cloud data pipelines for 40 TB datasets on GCP/AWS, and deployed forecasting models on HPC for automated daily execution—cutting query times and improving accessibility for decision makers. His background spans deep learning for medical imaging and materials classification, Monte Carlo and agent-based simulation tools for scientific research and law enforcement, and optimization of large-scale data formats like Parquet for NOAA’s models. Trained as a PhD researcher, Karnesh blends rigorous computational science with practical engineering, often shipping open-source Python packages and automation pipelines that accelerate reproducible research. Unusually, his work bridges domain-heavy research (protein folding, snow water forecasting) and production systems, making him adept at moving models from prototype to operational use.
8 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Doctor of Philosophy (Ph.D.) at SUNY at BuffaloBachelor of Technology (B.Tech.), Bachelor of Technology (B.Tech.) at Malaviya National Institute of Technology
English, Hindi
Github Skills (15)
prediction7
git7
prediction-model7
github-enterprise7
ngen6
nexus5
flooding5
deep-learning3
scale3
database2
nodejs2
javascript2
couchdb2
mbaas1
pouchdb1
Programming languages (3)
Github contributions (5)
karnesh/data_access_examples
Aug 2022 - Nov 2024
Contributions:12 pushes in 2 years 2 months
karnesh/t-route
Apr 2022 - Jul 2024
Tree based hydrologic and hydraulic routing
Contributions:9 pushes in 2 years 3 months
hydrologyroutingtree-basedmodelingecology
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