Ibne Shihab
Applied Scientist II at Amazon
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolIbne Shihab is an Applied Scientist II at Amazon with a Ph.D. in Computer Science and nine years of experience building applied AI systems that bridge computer vision, LLMs, and reinforcement learning. He has led real-world transportation safety projects for the Iowa DOT—deploying snowplow navigation, real-time crash detection with LLM-generated narratives, and multimodal video-text analysis under extreme weather. His work spans production ML at Amazon (knowledge-graph frameworks, novel KGE models and recommenders) and precision agriculture (soil-mapping engines that improved accuracy by 35% and cut processing time by 20%). A published researcher and reviewer at venues like CVPR and EMNLP, he combines rigorous academic methods with pragmatic engineering across PyTorch, RLlib, LangChain, CARLA/SUMO, and AWS. He also explores emerging frontiers such as quantum ML and synthetic crash-video generation, reflecting a consistent focus on turning complex, multimodal data into reliable, safety-critical systems. Based in Sunnyvale, he’s known for fast responses—just start your message with “Cricket.”
9 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Machine learning ,Deep Learning, Robotics, Large Language Models, Doctor of Philosophy - PhD, Machine learning ,Deep Learning, Robotics, Large Language Models at Iowa State UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of VermontNanodegree program, Intro To Machine Learning With PyTorch, Nanodegree program, Intro To Machine Learning With PyTorch at UdacityBachelor of Science - BS, Computer Science and engeneering, Bachelor of Science - BS, Computer Science and engeneering at BRAC University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
python3
machine-learning2
deep-learning2
Programming languages (3)
Github contributions (5)
farabi1038/Projects
Jun 2020 - Jul 2020
Contributions:120 commits, 136 pushes, 1 branch in 24 days
farabi1038/algo_problem_solve
May 2023 - Apr 2025
Contributions:16 pushes, 1 branch in 1 year 10 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.