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Code Together covers the rapidly changing software landscape from the perspective of developers. Listen as we talk to developers, entrepeneurs and technologists who are trying to create solutions that meet the needs of the modern, accelerated computing world.
Episodes
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
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Eduardo Alvarez |
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Learn more:
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.
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Darryl Adams |
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Resources:
Ximira
Check out more Intel podcasts at: https://www.intel.com/podcasts
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.
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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
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
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Eduardo Alvarez |
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Learn more:
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.
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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. |
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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. |
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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. |
Learn More:
Intel Developer CloudThursday 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.
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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. |
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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. |
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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. |
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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. |
Learn More:
Intel Developer CloudWednesday Aug 30, 2023
Wednesday Aug 30, 2023
Tony is joined by Kevin Harms of Argonne Leadership Computing Facility (ALCF) and Mohamad Chaarwi of Intel to discuss how the open source Distributed Asynchronous Object Storage (DAOS) project will enable world class I/O performance on the Aurora Exascale Supercomputer.
Guests:
Kevin Harms is a team lead of the ALCF's Performance Engineering group. His interests include working on high performance storage and I/O.
Mohamad Chaarawi is a senior software engineer in the DAOS group at Intel. He is responsible for the DAOS client library and other middleware IO libraries and application porting over the DAOS stack.
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Kevin Harms |
Mohamad Chaarawi |
Check out more Intel podcasts at: https://www.intel.com/podcasts
Wednesday Aug 16, 2023
Wednesday Aug 16, 2023
Enabled Play is a platform that helps anyone access and control their technology in ways that work for them.
Enabled Play CEO Alex Dunn joins Tony to talk about how Enabled Play technology creates accessible experiences for games, productivity on any platform using their SDK. Alex talks about how their AI technology uses Intel hardware and software to make these experiences a reality.
Guest:
Alex Dunn is CEO of Enabled Play. He was just recognized as a Forbes 30 under 30 to watch in the Boston area. He is focused on bringing solutions accessible solutions to businesses and individuals.
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Alex Dunn - CEO of Enabled Play |
Learn more:
Code 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