Episodes
-
Jason Mayes is a Developer Advocate/Web Engineer/Creative Technologist @ Google, aiming to inspire, innovate, and simplify. Jason’s background is based in Computer Science. He discovered that he fits into a rare breed of what he likes to call as “hybrid developers” while others may call this a "design technologist" - in short, Jason equally enjoys being both creative + technical. In a nutshell, Web/mobile technologies allow Jason to combine both sides of his personality.
Featuring
Jason Mayes - LinkedIn
Jason Mayes - Twitter/X
Notes and Links
Tensorflow.js - ML library in JavaScript
Made with tensorflow.js project highlights
MediaPipe Studio
Machine Learning for Web Devs & Creatives (Web ML) - Next gen web apps with TensorFlow.jsVisual blocks for ML
Project IDX
Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Sachin Kumar is the founding member and CTO at TupeloLife which is a RPM and Virtual Care Management company that has been in the connected health space since 2012. Besides that, Sachin is also a Google Developer Expert (GDE) in Machine Learning, Google for Startups Accelerator Mentor and Head of GDG (Google Developers Group) Doha as well as a YouTuber focusing on tech related contents. In this episode, Sachin shared about his career path and current works related to healthcare.
Featuring
Sachin Kumar - LinkedIn
Notes and Links
TupeloLife
Google Developer Experts
Dialogflow
What is a Chatbot?
Large Language Model - PaLM 2
Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Missing episodes?
-
Dr. Vinod Ramachandran is Head of Climate Risk Modelling & Credit Risk Innovation at CIMB. He also serves as Principal Data Scientist for the group's risk management function, where he supports the wider Regional Advanced Risk Modelling team. Prior to joining CIMB Vinod was an academic working with local SMEs as a consulting data scientist. In this episode, Vinod shared about his career path and current works related to Climate Risk Modelling and Credit Risk.
Featuring
Dr. Vinod Ramachandran - LinkedIn
Notes and Links
Climate risk modeling
Credit risk modelling
Share of unbanked population worldwide 2017, by country
Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Yudhiesh Ravindranath is currently working as MLOps Engineer at MoneyLion where he focuses on developing and implementing end-to-end machine learning (ML) systems. Besides that he also works closely with data scientists and software engineers to ensure that ML models are integrated into production systems and are performing optimally. In this episode, Yudhiesh shared about his current works, side projects and what it takes to be a MLOps Engineer.
Featuring
Yudhiesh Ravindranath - LinkedIn
Yudhiesh Ravindranath - GitHub
Yudhiesh Ravindranath - Medium
Notes and Links
Asia Pacific University of Technology & Innovation (APU)
Omdena
MoneyLion
Continuous integration/continuous delivery (CI/CD)
Data Pipelines with Apache Airflow
Effective Data Science Infrastructure
MetaFlow
Arize: ML Observability Platform
Continuous Testing of Machine Learning Projects (GitHub)
Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Hafidz Zulkifli is currently leading the Centre of Data Experience’s (CDX) data team at Bank Islam where he defined the team charter, responsibilities and rituals. In terms of responsibilities, Hafidz leads the team from both managerial (ie. stakeholder, task, resource management) and technical perspective (ie. data modelling, systems architecture, tooling, code etc). Besides Data Science, Hafidz is a blogger where he blogs about his passionate side projects in the areas related to Natural Language Processing (NLP), AI and Data Science. In this episode, Hafidz shared about his current works, side projects and what it takes to lead a data science team.
Featuring
Hafidz Zulkifli - LinkedIn Hafidz Zulkifli - MediumNotes and Links
Universiti Tenaga Nasional Galatica What is a Generative Model? GPT-3 Transformer Dall-E 2 Imagen MidJourney Search Engine Optimization (SEO) Prompt Engineering Practical Deep Learning for Coders - Fast.aiLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Dickson Neoh is currently working as Developer Advocate at ZenML, a startup that focuses on providing extensible, open-source MLOps framework to create production-ready machine learning pipelines. Prior to joining ZenML, Dickson was working as an academician at UNITEN, a private university in Malaysia. Besides doing research, Dickson is passionate in areas such as Computer Vision, Artificial Intelligence and Machine Learning. In this episode, Dickson shared about his current works in MLOps and how the MLOps framework is being used to alleviate problems related to Machine Learning Model deployment.
Featuring
Dickson Neoh - LinkedIn Dickson Neoh - Personal PortfolioNotes and Links
ZenML Universiti Tenaga Nasional What is MLOps? Data Drift vs Concept Drift Monitoring Machine Learning Model The philosophy of IkigaiLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Erhan Azrai is the co-founder and CEO of Kotak Sakti, a data analytics firm based in Kuala Lumpur, Malaysia. Kotak Sakti is a newly established boutique data analytics startup firm that provides analytic solutions to public and public sectors. In this episode, Erhan shared his experience quitting corporate to begin his journey as an entrepreneur in a data analytics firm. Besides that, he also shared lessons learned while navigating rough time for the past 2 years under Covid-19 pandemic.
Featuring
Erhan Azrai - LinkedIn Mohd Ridzwan (Reez) Nordin - LinkedInNotes and Links
Kotak Sakti Lokasi.co Juno - Current affair monitoring Palantir: Big Data Analytics https://www.monkshill.com/ B2B vs B2C: What’s the difference?Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Dr. Fairoza Amira Binti Hamzah is currently working as Senior AI Engineer at Torum Technology Sdn Bhd where she applies AI and ML into building recommendation engines for crypto social media platforms. Being a Ph.D graduate of Nagaoka University of Technology, Dr. Fairoza managed to turn her expertise from image compression to being an applied AI engineer and worked in various companies. Besides her day job, she also contributes her time and effort as Lead Researcher to develop CoronaTracker, a global response for tracking and providing reliable and legitimate COVID-19 information and insights for the public.
Featuring
Dr. Fairoza Amira Binti Hamzah - LinkedInNotes and Links
CoronaTracker What is Federated Learning Automated Machine Learning (AutoML) Statistics on Women Empowerment in Selected Domains, Malaysia, 2021 Data Science Malaysia Community--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Hafeez Nazri is currently working as Head of Data Services at PwC. Besides his day job, he also contributes his time and effort together with a group of Data Scientists, Data Engineers, Researchers, Full-stack developers, Product Manager, UI/UX engineers from across the globe to develop CoronaTracker, a global respond for tracking and provide reliable and legitimate COVID-19 information and insights for public. With this tracker, it is envisioned to be a global framework, where it will be a hub for any Data Scientists & Data Engineers to build their outbreak model and prediction, apart from disseminate valid information.
Featuring
Hafeez Nazri - LinkedInNotes and Links
CoronaTracker Data Centric vs Model Centric The Importance of Data Validation Malaysia Personal Data Protection Act 2010 iPay88 Data Breaches Data Science Malaysia Community--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Prof Dr Kamarul Imran Musa (KIM) holds a PhD (Statistics and Epidemiology) from Lancaster University. Kim is currently working as Professor (Statistics and Epidemiology) at Universiti Sains Malaysia (USM) at Kubang Kerian, Kelantan, Malaysia. KIM is a Medical and Statistical Epidemiologist and Data Science Enthusiast. In this episode, we discussed the role of an epidemiologist and the usage of data science in the field of medical and public health.
Featuring
Prof Dr Kamarul Imran Musa - LinkedIn Associate Professor Dr Kamarul Imran Musa (Medical Epidemiologist And Biostatistician) USMNotes and Links
What is Epidemiology? What is Medical Statistics or Biostatistics? Understanding R naught A guide to R — the pandemic’s misunderstood metric Stethoscope: A public policy view of bullying Daniel Kaheman: Thinking, Fast and SlowLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Aswadi Abdul Rahman (Aswadi) has over 10 years plus of experience in Advanced Data modelling (machine learning), Deep Packet Inspection (DPI) and big data specialist. He has working experiences related to Financial Institution, Telecommunication and Computer Networking background. Aswadi is currently working as the Head of Data Analytics at Amanah Saham Nasional Berhad. In this episode, we discussed about building Marketing Analytics as well as understanding customer behaviour and persona via data science.
Featuring
Aswadi A Rahman - LinkedIn Amanah Saham Nasional BerhadNotes and Links
What is MLOps? Cold Start Training-Serving Skew: Rules of Machine Learning Concept drift Data Drift Machine Learning Engineer - Best Job in 2019Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Dr. Bhawani is the Director, Data & Analytics with Valiantlytix. She is actively involved in R&D the field of Text Mining & Data Analytics. Dr Bhawani has accumulated more than 10 years of experience dealing with acquisition and mining of structured and unstructured data towards solving business problems in fully-funded (government and private sponsors) analytics projects. In this episode, we discussed about the gender disparity in the participation of female in STEM as well as some advices for being a successful female entrepreneur.
Featuring
Bhawani Selvaretnam, Ph.D - LinkedIn ValiantlytixNotes and Links
March 8th: International Women's Day What is Robotic Process Automation (RPA)? When Gender Matters Not Why the World Needs More Women Data ScientistsLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Nurazam Malim is the Founder & CEO of Twistcode. Established in 2006, Twistcode has specialised in supercomputing, using self-assembled GPU-based supercomputers to facilitate its services and solutions. The supercomputer nicknamed A.D.A.M (Accelerated Devices Always Massive), is the fastest supercomputer in Southeast Asia and No 88 in the world, according to the latest High Performance Conjugate Gradients (HPGC) Benchmark, an index that ranks the top 500 computing systems across the globe. In this episode, we discussed about the current usage of supercomputers and the differences between supercomputers and quantum computers.
Featuring
Nurazam Malim - LinkedIn TwistCodeNotes and Links
Exascale Computing Frontier - Exascale Computing AMD Powered Exascale Supercomputer China’s Supercomputer - Sunway Taihulight 188 of the world’s 500 most powerful supercomputers are located in China Japan’s Supercomputer - Fugaku Supercomputer World’s Fastest Supercomputer - Fugaku What’s Quantum Computing? Are we ready for Quantum Computers? High Performance Conjugate Gradients (HPCG) Benchmark project Top 500 supercomputer benchmarkLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Ralph Vincent Regalado is the Founder & CEO of Senti AI. Established in 2015, Senti AI, is the premier enterprise partner for artificial intelligence innovations in the Philippines. Before starting up Senti AI, Ralph was working as an Assistant Professor at De La Salle University. In this episode, we discussed about the transition of being an academician to a founder of an AI company. Besides that, Ralph also shared his experience managing an AI startup company as well as some advices on how to start a company.
Featuring
Ralph Vincent Regalado - LinkedIn
Notes and Links
Senti AI 66% Of Employees Would Quit If They Feel Unappreciated Detecting and mitigating bias in natural language processing Series A, B, C Funding: How It WorksLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Sam Witteveen is the CEO & Co-Founder of Red Dragon AI and Google Developer Expert (GDE) for Machine Learning. Besides that, Sam is also an active researcher in the areas of Natural Language Processing (NLP) where he has published his research in reputable publications such NeurIPS and EMNLP. In this episode, we discussed about the recent progress of NLP as well as some advices for AI startups.
Featuring
Sam Witteveen - LinkedIn
Notes and Links
Red Dragon AI Martin Andrews - LinkedIn Artificial General Intelligence (AGI) GPT-3 HuggingFace Style GAN CLIP - Connecting Text and Images Pathway - Next Generation AI Architecture Microsoft’s AI ChatBot - TayLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Ooi Wen Fong is a Data Scientist in healthcare and cancer genomics specializing in elucidating complex molecular relationships using large-scale genomics data and clinical information. A total of Nine (9) years in architecting big data solutions to identify biomarkers and novel therapeutic options in cancers with statistical learning using R and Python. In this episode, we discussed on topics related to BioInformatics and being a Data Scientist in the healthcare industry.
Featuring
Ooi Wen Fong - LinkedIn
Notes and Links
Malaysia R User Group DNA RNA Dream Challenges Gene Expression Omnibus Gene Editing - CRISPR - Cas9 Federated LearningLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Chan Kin Peng is seasoned entrepreneur & keynote speaker on Customer Profiling & Digital Analytics with close to 20 years of industry experience on Digital Marketing & E-Commerce across verticals such as Telecommunications, Retail, Hospitality & Finance. He is currently the Director and co-founder of Kasatria Technologies Sdn Bhd which is a premium partner for Google based in Malaysia & Vietnam. In this episode, we discussed on the usage of AI/ML for Digital Marketing.
Featuring
Chan Kin Peng - LinkedIn
Notes and Links
Kasatria Technologies Sdn Bhd Customer Journey Look Alike Model Next Best Action A/B TestingLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Krit Kamtuo graduated with a Master of Science (M.Sc) in Information Technology and Bachelor of Science in Computer Science from Khon Kaen University, Thailand. Previously, he was working as Machine Learning Engineer, Commercial Software Engineering with Microsoft and Head of Data & AI with Buzzesbees. He is currently working as Manager - Data Engineering Applied Intelligence at Accenture. In this episode, we discussed the differences between DevOps and MLOps. Besides that, Krit shared his experiences working on AI/ML projects.
Featuring
Krit Kamtuo - LinkedInNotes and Links
DevOps MLOps CI/CD SSG AI Chatbot with Deep Learning HackLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Dr Yeong Che Fai graduated with a PhD (BioEngineering) from Imperial College London. He was one of the co-founder of DF Automation & Robotics Sdn Bhd, one of the pioneer robotics startup companies in Malaysia. He is currently working as Associate Professor at Universiti Teknologi Malaysia (UTM) as well as the Chairman of DF Automation & Robotics Sdn Bhd. In this episode, we discussed about the applications of AI/ML in the field of Robotics.
Featuring
Associate Professor Dr. Yeong Che Fai - LinkedIn
Notes and Links
DF Automation & Robotics Sdn Bhd Automated Guided Vehicle (AGV) & Autonomous Mobile Robot Lidar — Light Detection and Ranging Robotic Operating System (ROS) RoboCup Robocon MalaysiaLeave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message -
Adrian Spier is Lead Data Scientist with BAT Malaysia. Find out about his interesting shift of career from being a professional footballer to being a data scientist, and leaving his home country, Romania to live and work in an unknown country, Malaysia. We had a fun and interesting conversation about career as data scientist, advices to be a good data scientist and the biggest misconception of being a data scientist.
Featuring
Adrian Spier - LinkedInNotes and Links
The Data Science Venn Diagram "All Models are wrong"Leave a voice message
https://anchor.fm/aimldatatalks/message
--- Send in a voice message: https://podcasters.spotify.com/pod/show/aimldatatalks/message
