Milad Barati
Machine Learning Engineer at MCINEXT
Tehran, Iran
Summary
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Senior🎓
Top SchoolMilad Barati is a Machine Learning Engineer with 8 years of experience building and deploying production-ready AI systems, currently focused on agentic and generative AI as well as ASR. At MCINext he led Persian Whisper fine-tuning to near state-of-the-art performance (24.51% WER), introduced PEFT for resource-constrained fine-tuning, migrated pipelines from Hugging Face to raw PyTorch to accelerate iteration 5×, and applied pruning/quantization to slash deployment costs. He bridges research and product, designing robust preprocessing/postprocessing and MLOps workflows while mentoring engineers to ensure real-world reliability. Comfortable across PyTorch, TensorFlow, ONNX and Kaldi, he also leverages LangChain/LangGraph for stateful RAG-powered agents. Currently pursuing an M.Sc. in AI at the University of Tehran, his research emphasizes trustworthiness and explainability—making agentic systems safer and more auditable in production.
8 years of coding experience
4 years of employment as a software developer
Master of Engineering - MEng, Artificial Intelligence, Master of Engineering - MEng, Artificial Intelligence at University of TehranBachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at University of IsfahanHigh School Diploma, Mathematics, High School Diploma, Mathematics at National Organization for Development of Exceptional Talents (Sampad)Github contributions (2)
MiladBarati/Discrete
Jan 2019 - Jan 2019
Contributions:10 commits, 8 pushes, 1 branch in 1 day
MiladBarati/Download-Manager
Nov 2017 - Nov 2017
Contributions:2 pushes, 1 branch in 1 day
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