Muhammad Anwaar
Product Owner at Unite
Munich, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMuhammad Anwaar is a product-focused machine learning scientist and Product Owner based in Munich with 10 years of experience turning deep learning research into production AI for content understanding and e-commerce. He leads research and product efforts at Unite, building embeddings, specialized language models and LLM-driven pipelines to enrich product content and drive data-driven decisions at scale. His background blends academic rigor—a PhD from TUM and multiple WACV/ICPR/ECML publications—with hands-on delivery of grant-funded multimodal, graph and recommender systems. Known for bridging research and engineering, he has shipped online learning-to-rank systems in live platforms and led an AI-driven customer service and content graph enrichment project. An uncommon strength is his ability to navigate both low-level signal processing problems (from early work in communications and satellite systems) and high-level representation learning for product content.
9 years of coding experience
9 years of employment as a software developer
HSSC, Pre-Engineering, 998/1100, HSSC, Pre-Engineering, 998/1100 at GIFT CollegesMaster's degree, Communication Engineering, Master's degree, Communication Engineering at Technical University MunichDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Technical University of MunichBachelor of Engineering (BE), Electrical, Electronics and Communications Engineering, 3.64/4.0, Bachelor of Engineering (BE), Electrical, Electronics and Communications Engineering, 3.64/4.0 at National University of Science and TechnologySSC, Science, 967/1050, SSC, Science, 967/1050 at APSACS, Gujranwala Cantt
Stackoverflow
1reputation
0reached
0answers
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Github Skills (19)
image-matching10
feature-matching10
chatgpt9
nextjs9
image-retrieval9
python9
information-retrieval9
ai-chat9
image-text9
retrieval8
deep-learning6
drug-discovery1
docking1
pytorch1
machine-translation1
Programming languages (1)
Github contributions (5)
ecom-research/CRM-LTR
Jan 2019 - Mar 2020
Contributions:106 commits, 99 pushes, 1 branch in 1 year 2 months
ecom-research/ComposeAE
Jun 2020 - Oct 2021
Official code for WACV 2021 paper - Compositional Learning of Image-Text Query for Image Retrieval
Contributions:40 commits, 39 pushes, 1 branch in 1 year 4 months
queryimage-textfeature-matchingdeep-learningimage-retrieval
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