Adib Mosharrof
Graduate Research Assistant
Lexington, Kentucky, United States
Summary
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Senior🎓
Top SchoolAdib Mosharrof is a PhD candidate and Graduate Research Assistant at the University of Kentucky with 11 years of experience building multimodal and task-oriented dialogue systems. He develops proactive conversational agents that integrate Vision-Language Models like SmolVLM2 to understand procedural videos, track step-wise progress, and summarize instructional tasks through the ProAssist project. His work on end-to-end zero-shot task-oriented dialogue and schema augmentation is grounded in interpretability-driven neural analysis to improve generalization without turn-level annotations. Previously he improved factual consistency for summarization at Prime Video / Amazon MGM by designing fact decomposition and Multi-Instance Learning verifiers, showing a practical bridge between research and production-scale ML. He also brings a strong applied vision background from DARPA-funded media forensics and video summarization projects, and has publications in WWW, SIGIR, FLAIRS and EMNLP workshops. Based in Lexington, KY, he combines deep academic rigor with hands-on engineering across large-scale training pipelines and model interpretability.
11 years of coding experience
6 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at University of OregonBachelor of Science (B.Sc.), Computer Science, Vice Chancellor's Gold Medal, Bachelor of Science (B.Sc.), Computer Science, Vice Chancellor's Gold Medal at BRAC UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Kentucky
English, Bengali
Stackoverflow
1,634reputation
343kreached
35answers
6questions
angularjs
top-5%
Github Skills (56)
adapter10
lora10
transformers9
pytorch9
python9
llm9
machine-learning9
angularjs9
bit9
nlp9
8-bit9
speech-recognition8
compression8
scene8
deep-learning8
Programming languages (3)
Github contributions (5)
adibMosharrof/medifor
Jul 2019 - Jun 2021
Contributions:221 pushes, 1 branch in 1 year 10 months
adibMosharrof/exampleBlog
Feb 2015 - Feb 2015
Contributions:43 commits, 11 pushes in 9 days
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