largepanda
Pittsburgh, Pennsylvania, United States
Summary
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SeniorRohan Panda is a Senior Machine Learning Engineer with a decade of experience, currently focused on productionizing NLP and generative models for interactive experiences at LinkedIn after driving LLM pretraining, alignment, and MLOps at Inworld.ai. He holds an MS in ECE from Carnegie Mellon with an AI/ML systems concentration and a BE from BITS Pilani, blending rigorous academic research in distributed and low-resource learning with hands-on product engineering. His work spans NLP, computer vision, reinforcement learning and signal processing, with practical expertise in PyTorch, TensorFlow, scikit-learn and data pipelines. Rohan’s background includes interdisciplinary research collaborations across neuroimaging, medical imaging, and federated learning, giving him a knack for applying advanced models to real-world, safety-critical domains. He’s as comfortable tuning SFT/DPO/RPO alignment workflows and prompt tuning as he is designing evaluation metrics and deployment pipelines that keep models reliable in production.
10 years of coding experience
Github Skills (8)
visualization3
python3
machine-learning3
plane3
mlp3
tensorflow2
deep-learning2
pytorch2
Programming languages (1)
Github contributions (5)
mutual-ai/Information-Bottleneck-for-Deep-Learning
Oct 2017 - Nov 2017
Contributions:26 commits in 12 days
pytorchmlppythondeep-learningmachine-learning
LargePanda/GEAR_Network
Apr 2016 - Nov 2016
Contributions:38 pushes, 1 branch in 7 months
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