Erdenebileg Byambadorj
Senior Machine Learning Engineer at MCS Technologies LLC
Ulaanbaatar, Mongolia
Summary
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Senior🎓
Top SchoolErdenebileg Byambadorj is a Senior Machine Learning Engineer with nine years of experience specializing in Mongolian NLP, LLM training and fine-tuning, and production-grade AI systems. He has led continual pretraining and instruction tuning of 7B–14B models and optimized SBERT-based retrieval pipelines to power commercial RAG systems, achieving substantial speedups without sacrificing reasoning. His work spans generative agents, domain-agnostic ReAct frameworks, and scalable LLM deployments, while earlier projects applied reinforcement learning to NP-hard combinatorial optimization and real-world AGV/warehouse control problems. Based in Ulaanbaatar, he blends academic rigor from a Data Science MSc with hands-on engineering, including modern C++ (20/23) hobbyist development. Notably, he couples parameter-efficient fine-tuning techniques like LoRA and learned embedding propagation with pragmatic DQA pipelines for time-series forecasting and product demand modeling.
9 years of coding experience
3 years of employment as a software developer
Master's degree Data Science, Master's degree Data Science at Università di TrentoBachelor's degree Computer Software Engineering, Bachelor's degree Computer Software Engineering at National University of Mongolia
Github Skills (9)
nlp6
multimodal5
deep-learning5
integrate4
datasets3
lgpl1
planning1
pddl1
java1
Programming languages (2)
Github contributions (5)
BrainyLark/lkc2
Sep 2017 - May 2018
platform for organizing mongolian local knowledge core via the use of human-mind
Contributions:127 commits, 123 pushes, 1 branch in 8 months
nlpknowledgedeep-learningmultimodalmind
BrainyLark/lstm_modeling_nyse
Jun 2020 - Dec 2024
Contributions:2 pushes, 1 branch in 4 years 7 months
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