Ayush Lakra
Analytics Lead ChemML
Hyderabad, Telangana, India
Summary
🤩
Rockstar🎓
Top SchoolAyush Lakra is an Analytics Lead building ChemML, an AI/ML analytics platform that applies physics-informed models to real chemical processes, with six years of experience bridging chemical engineering and data science. He has delivered measurable industrial outcomes on the Tennessee Eastman Process—44.92% yield improvement via Gaussian Process + Bayesian Optimization, a 0.9931 R² scale-up predictor, and a 94.63% AUC-ROC LSTM autoencoder for real-time fault detection. Comfortable across Python, PyTorch, XGBoost and statistical analysis, he emphasizes interpretable, plant-trusted models rather than black-box solutions. Beyond core analytics, he contributes pragmatic engineering work to open-source projects (e.g., backend improvements for the widely used Pokémon Showdown simulator), reflecting a hands-on approach to product-quality code and user-facing features. Based in Hyderabad and rooted in NIT Warangal’s chemical engineering training, he’s actively scaling ChemML for industrial pilots and partnerships.
6 years of coding experience
Bachelor of Technology - BTech, Chemical Engineering, Bachelor of Technology - BTech, Chemical Engineering at National Institute of Technology Warangal
Stackoverflow
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Github Skills (9)
git10
git-repository10
typescript10
javascript10
typescripts10
github10
typescript-types10
back-end-development9
translation6
Programming languages (7)
Github contributions (5)
smogon/pokemon-showdown
Dec 2020 - Jan 2021
Pokémon battle simulator.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:11 reviews, 6 commits, 12 PRs in 1 month
Contributions summary:Ayush primarily focused on improving the functionality and user experience of the Pokémon Showdown battle simulator. Their contributions include implementing a new alias for a chat command, addressing bugs in existing features, and improving help messages. The user also fixed a double-box display issue related to YouTube channel information and corrected a translation in a language file. These changes demonstrate a focus on chat command and user-facing feature enhancements within the application.
mongamebattlesimulationsimulator
sirKiraUzumaki/sirKiraUzumaki.github.io
Apr 2021 - Feb 2023
Contributions:32 pushes, 1 branch in 1 year 10 months
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