Episodes
Thursday Jan 25, 2024
2024 AI Trends - Part 1
Thursday Jan 25, 2024
Thursday Jan 25, 2024
Rahul and Ryan join Tony to talk about the top trends in AI that startups in the Intel Liftoff for Startups program see coming. From multi-modal AI models to commoditization of LLM APIs, they discuss what to look out for in 2024.
Rahul Nair |
Ryan Metz |
Thursday Dec 21, 2023
Granulate Optimizing Your Workload Today and the GenAI Future
Thursday Dec 21, 2023
Thursday Dec 21, 2023
Asaf Ezra joins Tony to discuss the benefits of Granulate how it can help improve the performance and reduce your cloud consumption without code changes. They also talk about how Generative AI is changing the landscape of businesses and society.
Guest:
Asaf Ezra - CEO of Granulate
Asaf Ezra |
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Thursday Nov 09, 2023
The Growing Importance of Operational AI
Thursday Nov 09, 2023
Thursday Nov 09, 2023
Eduardo Alvarez joins Tony to talk about how the AI landscape for businesses and developers is changing rapidly, and how we need to move to take advantage of the opportunities and not get left behind.
They also talk about fine-tuning Llama2 with LoRA on Gaudi2 and the benefits for users.
Guest:
Eduardo Alvarez - AI Solutions Engineer @ Intel
Eduardo Alvarez |
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Eduardo's blog postThursday Oct 26, 2023
Thursday Oct 26, 2023
Darryl Adams joins Tony to talk about how generative AI solutions will change the way we interactive with technology. They talk about how to extend current solutions, and how developers and technologists might design better solutions leveraging generative AI capabilities.
Guest:
Darryl Adams - Director of Accessibility at Intel.
Darryl Adams |
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Resources:
Ximira
Check out more Intel podcasts at: https://www.intel.com/podcasts
Monday Oct 16, 2023
Accelerating Epistasis Detection - How oneAPI Supports Genetics Researchers
Monday Oct 16, 2023
Monday Oct 16, 2023
Advancements in genomics have accelerated significantly over the past few decades as compute technology has grown exponentially. Professor Alessandra Ilic and Ricardo Nobre join Tony to talk about their research and how oneAPI is helping them accelerate research in the area of epistasis detection, which in genetics is when the effect of a gene or set of genes is affected by the presences or absence of another set of genes.
Guests:
Aleksandar Ilic is an Assistant Professor at the IST, University of Lisbon, and a Researcher of INESC-ID, Portugal. His research interests include high-performance and energy-efficient computing and modeling of parallel heterogeneous systems.
Ricardo Nobre is a PostDoc researcher at the INESC-ID R&D center in Lisbon/Portugal, as part of the High-Performance Computing Architectures and Systems (HPCAS) research area. His interests include high-performance computing, parallel programming, compilers and machine learning.
Aleksandar Ilic |
Ricardo Nobre |
Resources:
D. Marques, R. Campos, S. Santander-Jiménez, Z. Matveev, L. Sousa and A. Ilic. Unlocking Personalized Healthcare on Modern CPUs/GPUs: Three-way Gene Interaction Study. Paper presented in the 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS) Lyon, France, 2022. DOI: 10.1109/IPDPS53621.2022.00023
R. Nobre, A. Ilic, S. Santander-Jiménez and L. Sousa. Fourth-Order Exhaustive Epistasis Detection for the xPU Era. Paper presented in the 50th International Conference on Parallel Processing (ICPP), Chicago, USA, 2021. DOI: 10.1145/3472456.3472509
D. Marques, A. Ilic, Z. A. Matveev, and L. Sousa. Application-driven Cache-aware Roofline Model. Future Generation Computer Systems 107 (2020): 257-273. DOI: 10.1016/j.future.2020.01.044
Ilic, F. Pratas, and L. Sousa. Cache-aware roofline model: Upgrading the loft. IEEE Computer Architecture Letters 13.1 (2013): 21-24. DOI: 10.1109/L-CA.2013.6
Check out more Intel podcasts at: https://www.intel.com/podcasts
Thursday Sep 28, 2023
Why Open Source AI Models Matter and Using Open LLMs
Thursday Sep 28, 2023
Thursday Sep 28, 2023
Eduardo Alvarez joins Tony to talk about using open large language models (LLMs) to compete with closed source alternatives isn't as hard as one may think. He also talks about how the industry is changing around AI solutions with the popularity of open models thanks to companies like Hugging Face and the GPT4All community.
Eduardo then talks about his experience running hackathons and the brand new Intel Developer Certification program, which he created the MLOps content for. Finally they wrap up with a discussion about his journey as a LatinX engineer celebrating Hispanic Heritage Month.
Guest:
Eduardo Alvarez - AI Solutions Engineer @ Intel
Eduardo Alvarez |
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Thursday Sep 14, 2023
AI and oneAPI - Women in Data Science
Thursday Sep 14, 2023
Thursday Sep 14, 2023
Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon and Usha Rengaraju, one of the judges of the competition. They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space. They also talk about their unique journeys as women in data science.
Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. | |
Usha Rengaraju currently heads the data science research at Exa Protocol and she is the World’s first women triple Kaggle Grandmaster. She specializes in Deep Learning and Probabilistic Graphical Models and was also one of the judges of Tiger Graph “ Graph for all – Million Dollar Challenge” in 2022. She is ranked as top ten Data Scientists in India for the year 2020 by Analytics India Magazine, ranked as top ten women data scientists by Analytics Insight magazine for 2021 and also ranked as top 150 AI Leaders and Influencers by 3AI magazine. |
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Deepthi A J is a passionate and dedicated Ph.D. scholar with a strong focus on research and innovation. She is a trainer, who imparts knowledge and expertise to aspiring learners. With expertise in conveying complex ideas concisely, she contributes to both academic and professional realms. | |
Anusha C A is a passionate software engineer with a drive for innovation and a deep curiosity for exploring new technologies. She is skilled in developing robust solutions through years of experience at Lam Research and Honeywell and is committed to diversity and inclusion to create a meaningful social impact. |
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Intel Developer CloudThursday Sep 07, 2023
AI and oneAPI - A oneAPI Spotlight Discussion with AI Innovators
Thursday Sep 07, 2023
Thursday Sep 07, 2023
Kavita Aroor guest hosts a panel discussion from some oneAPI Innovators in the AI space who participated in a oneAPI AI Hackathon. They share their insights into where to apply AI, why AI matters and how oneAPI based solutions are helping to bring performant solutions to the AI space.
Kavita Aroor is a Developer Marketing Lead for Asia Pacific and Japan at Intel. She drives the developer outreach, engagements, and programs in the areas of GPU, HPC and AI. | |
Mohan Krishna R has around 13 years of experience in providing comprehensive solutions to complex data problem across multiple industries like technology, FMCG, retail etc. He is currently working as Principal AI Scientist at Course5 AI Labs. His work around predicting the Indian Elections winner using social data got published in mainstream media include the Washington Post, Economic Times (digital & print) and Bloomberg. | |
Sudarshan Bandyopadhyay is currently pursuing his masters from Indian Institute of Science, Bangalore in Robotics and Autonomous Systems (Cyber Physical Systems). His current area of interests are Edge AI, Embedded Systems and Machine Learning. He currently works under the guidance of Dr. Punit Rathore for developing an Intrusion Detection System using ML for Autonomous Vehicles. | |
Yuvraj Singh Deora is an enthusiastic tech pursuer currently on the path to an Integrated M.Tech in Software Engineering at VIT. His drive lies in bridging the gap between cutting-edge technology and real-world solutions. From AI and IoT to Blockchain, he is dedicated to tackling practical challenges that truly matter. |
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Intel Developer CloudCode Together
Code Together is an interview series that explores challenges at the forefront of technology and cross-architecture development. We’ll talk with those at Intel and across the industry who are forging a path on this often treacherous journey through an increasingly diverse, data-centric world. Join the conversation at oneapi.io.
Hosted by Tony Mongkolsmai