Ehsan Hoseinzade
Phd Researcher at Simon Fraser University
Based in Canada
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Seniority
Staff
Department
Research & Development
Location
Canada
Industry
Higher Education
Company size
7.7K
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e•••••••@sfu.ca
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Background
About Ehsan Hoseinzade
Ph.D. candidate in Computer Science with a solid foundation in applied AI (LLM, NLP, GNN, CNN, RNN, Mamba), time-series forecasting, and data science. Skilled in fine-tuning, prompt-tuning, zero-shot learning, RAG, embedding extraction, and synthetic data generation with LLMs for NLP tasks and GNNs for structured data dependencies. Experienced with Mamba in financial time-series forecasting as a potential transformer alternative. Developed optimized CNNs for financial prediction, with a highly cited publication (725 citations). Achieved 10th place in the ACM ICPC Asia Tehran programming competition. Technical Skills: NLP/LLM: Transformers, PEFT, Accelerate, OpenAI API, NLTK, Spacy Machine Learning: Pytorch, DGL, TensorFlow, Keras, JAX Data Science: Pandas, Scikit-learn, Jupyter, Matplotlib, SQL, Pyspark Programming: Python, C++
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