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Presentations:

  1. GenAI: Score Matching, Diffusion Models, Flow Matching

Topics: Beyesian Statistics, Variational Inference, VAE, DDPM, DDIM, Score-based SDE, Neural ODE, PF ODE is Proven Fast, EDM, Flow Matching, Consistency Model

Diffusion Models’ Theory Talks

Personal Projects ML & CS:

Top skill demonstrated: Literature Review, MLOps, Python, Pytorch, CUDA

Topics: LLM, NLP, CV, GenAI, Fairness

Personal Projects in AI and ML

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Top skill demonstrated: DevOps, Full-stack development, C++, SQL, AWS, Docker

Topics: Cloud Engineering, Graph analysis, End-to-end data pipeline.

Personal Projects in DE/CS

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Github: https://github.com/Marklong7