Sumanth Manduru
Ph.D. @GMU || DS @Microsoft || LLMs, Machine Learning
- Role
- Graduate Research Assistant at George Mason University - College Of Engineering And Computing
- Location
- Fairfax, VA, US
- LinkedIn followers
- 500 followers
About Sumanth Manduru
As a passionate researcher and practitioner in the fields of Machine Learning, Natural Language Processing (NLP), and Model Optimization, I strive to bridge the gap between theory and impactful real-world applications. Currently pursuing a PhD in Computer Science at George Mason University, I focus on developing innovative solutions to address complex problems in AI, data-driven decision-making, and resource-efficient computing. Professional Expertise With over 4 years of diverse experience, I have contributed to cutting-edge projects across industry (Jio AI-CoE) and academia (Graduate Research Assistant) Research Interests My research lies at the intersection of NLP, Deep Learning, and Effective Machine Learning. Technical SkillsProficient in Python, PyTorch, HuggingFace, LangChain, and AWS ecosystems, I possess hands-on experience in deploying scalable AI solutions using frameworks like StreamLit, FastAPI, and Apache Spark. Publications & Achievements - Published impactful research in prestigious venues such as 2022 and The Journal of Supercomputing- Honored with Distinguished Academic Achievement and recipient of awards for exceptional contributions to data science and AI research.
Experience
Graduate Research Assistant
George Mason University - College Of Engineering And Computing
May 2024 — Present
Recommendation Systems for MBSE (Model Based Systems Engineering) and MDE (Model Driven Engineering)
Education
George Mason University - College of Engineering and Computing
Master of Science - MS, Computer Science
Indian Institute of Information Technology, SriCity
Bachelor’s Degree, Computer Science
2015 — 2019
George Mason University - College of Engineering and Computing
Doctor of Philosophy - PhD, Computer Science
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