Seyed Danial Mohseni Taheri, Ph.D.
San Francisco Bay Area
908 followers
500+ connections
About
I am a senior applied scientist at Walmart Labs, working on natural language processing…
Activity
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Karthick Iyer, VP of Software Engineering, explains how #generativeAI and NVIDIA ACE technologies are accelerating the evolution of digital humans.…
Karthick Iyer, VP of Software Engineering, explains how #generativeAI and NVIDIA ACE technologies are accelerating the evolution of digital humans.…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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In this new ejor paper we continued our research on corporate renewable energy procurement planning, in particular studying the benefits of power…
In this new ejor paper we continued our research on corporate renewable energy procurement planning, in particular studying the benefits of power…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Our virtual assistant workflow is now available as an #nvidia NIM Agent Blueprint. #nemo #llm #generativeai #customerservice #virtualassistant…
Our virtual assistant workflow is now available as an #nvidia NIM Agent Blueprint. #nemo #llm #generativeai #customerservice #virtualassistant…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
Experience
Education
Volunteer Experience
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Student Representative
Amirkabir University of Technology - Tehran Polytechnic
Civil Rights and Social Action
Publications
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Interpretable User Models via Decision-rule Gaussian Processes
NeurIPS 2019 (Advances in Approximate Bayesian Inference symposium)
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Meeting Corporate Renewable Power Targets
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Several companies have committed to procuring a percentage of future power demand from renewable sources. Unlike conventional sources of power, procurement through renewable generators expose companies to fuel, operational, and price risks. Accounting for these risks, we provide insights on designing the procurement portfolios based on long and short-term power procurement options and develop a novel and near-optimal heuristic for computing multi-stage procurement portfolios on realistic…
Several companies have committed to procuring a percentage of future power demand from renewable sources. Unlike conventional sources of power, procurement through renewable generators expose companies to fuel, operational, and price risks. Accounting for these risks, we provide insights on designing the procurement portfolios based on long and short-term power procurement options and develop a novel and near-optimal heuristic for computing multi-stage procurement portfolios on realistic instances.
Courses
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Advance predictive modeling (Topics in Neural networks and reinforcement learning)
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Combinatorial optimization
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Data-driven decisions under uncertainty
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Dynamic programming
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Econometrics
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Linear programming
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Machine learning and computer algorithms
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Machine learning with Python
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Probability theory
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Real option theory, options and derivatives
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Reinforcement learning
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Stochastic Calculus
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Stochastic processes
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Projects
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Large scale dynamic programming optimization
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Python implementation of Dual re-optimization heuristic (developed in Meeting Corporate Renewable Power Targets) in an investment problem using Gurobi.
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Meta-learning Gaussian process
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Python implementation ML-GP of the toy example in "Meta Reinforcement Learning with
Latent Variable Gaussian Processes", UAI 2018 -
Parameter estimation of price processes
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Calibrating parameters of a mean-reverting model with seasonality and jump on real power price data in MATLAB
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Prediction of stock price
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Implementing a Deep Neural Network in MATLAB to predict the stock price
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Text analysis for validating the credibility of GitHub repositories
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I am mentoring a predictive model using natural language processing to forecast the credibility of repositories in Github for Cloudbakers (Software company in Chicago).
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User modeling inference
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Python implementation of two expectation-maximization (EM) based Bayesian inference model on predicting the behavior of users interacting with a service system using real-data.
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Visualization and data collection
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I was mentoring a group of MSc students in the process of data collection and visualization for a start-up (Varuna)
Honors & Awards
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IDS Ph.D. Fellowship
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Dean’s Honors List with Distinction
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Languages
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English
Full professional proficiency
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Persian
Native or bilingual proficiency
More activity by Seyed Danial
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Extremely happy to be part of this amazing cross-team collaboration! More to come! Try out Nemotron-Mini-4B-Instruct on the NVIDIA API…
Extremely happy to be part of this amazing cross-team collaboration! More to come! Try out Nemotron-Mini-4B-Instruct on the NVIDIA API…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Super proud of the team that worked on this. #slm #llm #generativeai #nemo #nvidia https://lnkd.in/giys_fNA
Super proud of the team that worked on this. #slm #llm #generativeai #nemo #nvidia https://lnkd.in/giys_fNA
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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At NVIDIA, even interns get to contribute to work published on the blog!
At NVIDIA, even interns get to contribute to work published on the blog!
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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NVIDIA isn't just about graphics anymore. It's changing #healthcare with #AI, improving medical diagnoses, and allowing faster surgical and…
NVIDIA isn't just about graphics anymore. It's changing #healthcare with #AI, improving medical diagnoses, and allowing faster surgical and…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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🔥 Unlocking Efficiency with Pruning and Distillation: Introducing Minitron Models 🔥 We’re excited to announce the launch of multiple LLMs with…
🔥 Unlocking Efficiency with Pruning and Distillation: Introducing Minitron Models 🔥 We’re excited to announce the launch of multiple LLMs with…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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🚀 Hiring PhD Researchers! Join Our Team to Advance Efficiency in Deep Learning! 🚀 Our team, Deep Learning Efficiency Research…
🚀 Hiring PhD Researchers! Join Our Team to Advance Efficiency in Deep Learning! 🚀 Our team, Deep Learning Efficiency Research…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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NVIDIA's AI resiliency team is growing. This is a unique opportunity to shape cutting-edge Gen AI infrastructure and SW at unprecedented…
NVIDIA's AI resiliency team is growing. This is a unique opportunity to shape cutting-edge Gen AI infrastructure and SW at unprecedented…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Take a look at this technical paper by Laura Gonzalez where she explaines some common signal processing functionalities implemented in SAS IML. She…
Take a look at this technical paper by Laura Gonzalez where she explaines some common signal processing functionalities implemented in SAS IML. She…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Had a great experience at the CTO JFC! Thanks to the organizers, in particular Nick Berente Thx Lynn Wu & Marshall Van Alstyne for your thoughtful…
Had a great experience at the CTO JFC! Thanks to the organizers, in particular Nick Berente Thx Lynn Wu & Marshall Van Alstyne for your thoughtful…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Meet James, an interactive digital human knowledgeable about NVIDIA products. James uses a collection of NVIDIA and ElevenLabs digital human…
Meet James, an interactive digital human knowledgeable about NVIDIA products. James uses a collection of NVIDIA and ElevenLabs digital human…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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🌟 We are honored that our own Piotr Bialecki has been designated a #PyTorch Superhero Contributor, and now a Core Maintainer, where he will continue…
🌟 We are honored that our own Piotr Bialecki has been designated a #PyTorch Superhero Contributor, and now a Core Maintainer, where he will continue…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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glad to share that we enabled video understanding training, inference and evaluation with multimodal LLM in NVIDIA NeMo! https://lnkd.in/gZanA5gq
glad to share that we enabled video understanding training, inference and evaluation with multimodal LLM in NVIDIA NeMo! https://lnkd.in/gZanA5gq
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Excited to share our latest launch: NVIDIA NeMo Retriever NIMs!
Excited to share our latest launch: NVIDIA NeMo Retriever NIMs!
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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Fun times in Australia! Organized a panel on “GenAI and its impact on marketing research” in Sydney for the Marketing Science Conference hosted by…
Fun times in Australia! Organized a panel on “GenAI and its impact on marketing research” in Sydney for the Marketing Science Conference hosted by…
Liked by Seyed Danial Mohseni Taheri, Ph.D.
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