Sayan Mandal
Senior Software Development Engineer at AMD
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolSayan Mandal is a Senior Software Development Engineer and PhD candidate blending eight years of experience in machine learning, computer vision, and time-series analysis to build production-grade LLM and detection systems. At AMD he focuses on hybrid SFT LLMs and efficient runtime architectures for automated code review and compliance, while his academic work at Duke centers on CNN-LSTM models and weak supervision for disease progression from medical imaging. His background spans applied industry wins—improving Alexa FireTV search with a BART-Large pipeline—and research prototypes like real-time drone detection using audio processing on edge hardware. Trained originally in aerospace at IIT Kharagpur and a KVPY fellow, he pairs strong control-systems and signal-processing instincts with fluency in Python and hands-on experience deploying scalable ML solutions. Notably, he combines deep research rigor with practical system-building, from Raspberry Pi detectors to production LLM deployments.
8 years of coding experience
3 years of employment as a software developer
Higher Secondary High School/Secondary Certificate Programs, Higher Secondary High School/Secondary Certificate Programs at Atomic Energy Central School-1, JadugudaDoctor of Philosophy - PhD Electrical and Computer Engineering, Doctor of Philosophy - PhD Electrical and Computer Engineering at Duke UniversityBachelor of Technology (B.Tech.) Aerospace Aeronautical and Astronautical Engineering, Bachelor of Technology (B.Tech.) Aerospace Aeronautical and Astronautical Engineering at Indian Institute of Technology, KharagpurSecondary General, Secondary General at Atomic Energy Central School, Turamdih
English, Hindi, Bengali
Github Skills (28)
application9
data-structures8
fine-tuning8
vector-database8
llm8
machine-learning7
python7
lora7
gpt7
data-visualization6
streamlit6
developer-tools6
deep-learning6
data-science6
data-analysis5
Programming languages (3)
Github contributions (5)
sayanmndl21/ssloc
Jun 2018 - Jul 2018
Contributions:37 commits, 14 pushes, 1 branch in 1 month
sayanmndl21/dvplab
Apr 2021 - Nov 2024
Allan Lab website
Contributions:3 pushes in 3 years 7 months
lablab-website
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