Behnam Asadi
Applied Machine Learning Scientist II, Generative AI
Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolBehnam Asadi is an applied machine learning scientist with a decade of experience blending generative AI research and production validation, currently focused on RAG models and LLM agents at TD. He builds automated evaluation pipelines—LLM-as-a-Judge, embedding metrics, and synthetic prompt generators—and has shipped practical tooling like a PDF–Markdown round-trip evaluator to quantify document conversion fidelity. Concurrently a research associate at York University, he advanced image and text generation/compression (Deep Fourier Machines, transformer-based text compression) and achieved notable gains over JPEG and gzip baselines. Comfortable moving models from theory to deployable services (Dockerized crime-forecasting with a 7% test error), he pairs strong academic foundations from York and Sharif with hands-on engineering across computer vision, NLP, and time-series. Not obvious from the title: his work has produced sizable empirical improvements (e.g., 25.5 FID improvement and 2x text compression vs. gzip) that reflect a rare mix of signal-processing insight and pragmatic system-building.
10 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at York UniversityBachelor's Degree, Double Major, Computer Science, Bachelor's Degree, Double Major, Computer Science at Sharif University of Technology
Persian, Azerbaijani, English
Github Skills (43)
intrinsics10
geometry10
animation10
homography10
structure-from-motion10
stereo10
cookbook9
python9
computer-graphics9
colmap9
computer-vision9
robotics8
math7
cpp-concepts7
cpp6
Programming languages (5)
Github contributions (5)
behnamasadi/cpp_tutorials
Jan 2023 - Jan 2023
This repository contains my C++ snippets code on C++ concepts/ idioms, optimized C++, modern C++ and advance C++
Contributions:2 commits, 472 pushes, 1 branch in 1 day
advance-cppcpp-code-profilingcpp-coding-standardscpp-conceptscpp-idioms
behnamasadi/ros_joystick_reading_data
May 2017 - Apr 2019
Contributions:4 commits, 2 pushes, 1 branch in 1 year 11 months
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