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.
10 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
0questions
Github Skills (15)
image-text10
ai-chat10
image-retrieval10
python9
chatgpt9
ai9
information-retrieval9
nextjs9
vector-search8
llm8
ecommerce8
convolutional-neural-networks2
machine-translation1
deep-learning1
cheminformatics1
Programming languages (3)
Github contributions (5)
ecom-research/CRM-LTR
Jan 2019 - Mar 2020
Mend Your Learning Approach, Not the Data for Ranking E-Commerce Products
Contributions:106 commits, 99 pushes, 1 branch in 1 year 2 months
ecommerce
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
image-retrievalimage-textmulti-modalitycompositional-learninginformation-retrieval
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.