Esrat Maria

NLP Specialist at IU International University of Applied Sciences

Munich, Bavaria, Germany
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Summary

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Senior
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Top School
Esrat Maria is an NLP specialist with 8 years of experience building AI systems that measurably improve learning outcomes—helping 130,000+ students learn 27% faster—now developing Syntea GenAI at IU to personalize education via Microsoft 365 Copilot. She has a strong engineering background in productionizing conversational AI and retrieval pipelines, having built chat engines, fine-tuned transformers, FAISS-backed search, and automated training workflows on AWS with Django/Celery. Her research foundation in reinforcement learning and cloud-edge optimization (award-winning work) complements hands-on skills across NLP preprocessing, data augmentation, and deployment. Based in Munich, she combines rigorous academic training (MS in Computer Science from Sogang University) with a pragmatic, always-learning approach to make AI systems both effective and scalable.
code8 years of coding experience
job4 years of employment as a software developer
bookMaster's degree, Computer Science, 3.66/4.3 (Percentage Equivalent 94/100), Master's degree, Computer Science, 3.66/4.3 (Percentage Equivalent 94/100) at Sogang University
bookSecondary School Certificate, Science, GPA - 5.00, Secondary School Certificate, Science, GPA - 5.00 at YWCA Higher Secondary Girls School
bookBachelor's degree, Computer Science, CGPA - 3.582, Bachelor's degree, Computer Science, CGPA - 3.582 at Ahsanullah University of Science and Technology
bookHigher Secondary School Certificate, Science, GPA - 5.00, Higher Secondary School Certificate, Science, GPA - 5.00 at Bir Shreshtha Noor Mohammad Public College
languagesBengali, English, Korean
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5questions
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Github Skills (16)

github10
shieldsio10
stellar8
clustering8
similarity7
nearest-neighbors7
neural-network6
faster-rcnn6
laravel-blade6
machine-learning6
php6
laravel6
lstm6
cosine-similarity5
similarity-search3

Programming languages (3)

C++HTMLMarkdown

Github contributions (5)

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Contributions:251 commits, 253 pushes, 2 branches in 1 year 5 months
Contributions:34 commits, 34 pushes, 1 branch in 1 year 5 months
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