Best Lyft Engineering Podcasts (2024)

1
Harnessing Open Source Contributions in Machine Learning and Quantization - ML 148 1:16:09

4d ago1:16:09

1:16:09

Lukas Geiger is a Deep Learning Scientist, open-source developer, and an astroparticle physicist. He shares his experience using machine learning to analyze cosmic ray particles and detect secondary particles. We explore the challenges and opportunities of open source as a business model, the potential of models for edge computing, and the importan…

1
S3 Ep 12: Kubecrash 2024 with Danielle Cook |Bonus Mini Episode 13:28

6d ago13:28

13:28

Join us for a special bonus mini episode with host Kay James and VP of appCD/ Kubecrash Co-Founder, Danielle Cook, as we dive into what you can expect ahead of Kubecrash Spring 2024. The theme is Platform Engineering: Building the Ultimate Internal Developer Platform. Kay got the inside scoop with Danielle on what to look out for and some can't mis…

1
Data Platform Innovation: Navigating Challenges and Building a Unified Experience - ML 147 1:06:25

7d ago1:06:25

1:06:25

Nick Schrock is the Founder of Dagster Labs. He is also the Creator of Dagster and the Co-creator of GraphQL. They delve into the world of data engineering, software development, and ML orchestration. In today's episode, they explore the challenges and intricacies of standardizing data movement, handling data access in various systems, and migratin…

1
S3 Ep 11: Embracing Tech Change: Matthew Reinbold on Adapting to Industry Shifts 35:58

14d ago35:58

35:58

In our latest episode we chatted with consultant Matthew Reinbold about the future of the API industry, how to stay sharp in this current economic climate, and the state of developer relations. For more, visit getambassador.io/podcasts. Resources: - matthewreinbold.com - netapinotes.com - APIFutures https://matthewreinbold.github.io/APIFutures- Mat…

1
The Science-Engineering Blend - ML 146 51:49

19d ago51:49

51:49

Ben and Michael dive into the dynamic relationship between engineers and scientists in the realms of software engineering and physical science. They explore the differences and similarities between these roles, sharing valuable insights on the research and testing processes, the importance of thorough research, the value of teamwork, and the challe…

1
The Impact of Process on Successful Tech Companies - ML 145 1:05:41

28d ago1:05:41

1:05:41

Michael and Ben dive into the critical role of design in software development processes. They emphasize the value of clear and understandable code, the importance of thorough design for complex projects, and the need for comprehensive documentation and peer reviews. The conversation also delves into the challenges of handling complex code, the sign…

1
S3 Ep 10: Foundations of Formidable API Federation 35:41

28d ago35:41

35:41

API Federation encompasses a collection of design principles, tools, and infrastructure that enable the exposure of services and event streams within a specific bounded context as a cohesive and standardized API for external customers. API Federation allows individual services within the bounded context to evolve and adapt without imposing addition…

1
Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144 38:12

30d ago38:12

38:12

Michael and Ben share their insights on being called in to fix issues in production systems at the last minute. They stress the importance of asking questions to understand the context and navigate the political landscape, and caution against providing half-baked solutions. They also discuss the significance of understanding project goals, document…

1
MLOps 101: Scoping, Latency, Data Curation, and Continuous Model Retraining - ML 143 1:01:21

1M ago1:01:21

1:01:21

Ben and Michael dive into the world of machine learning operations (MLOps) and discuss the complexities of building a computer vision pipeline to detect fishing boats at ports. They unpack the intricacies of MLOps basics and the challenges of implementing an effective computer vision model for traffic optimization and data collection at ports. From…

1
S3 Ep9- Developer Productivity: the Inner Dev Loop & Metrics feat. Guru Kamat 30:53

2M ago30:53

30:53

Explore the crucial role of the inner dev loop and quantitative metrics to enhance developer productivity and build a sustainable engineering culture with Guru Kamat, Co-Founder of Neurelo.With over 20 years of experience, Guru has seen it all. From scaling small startup teams to being an integral part of leading technology companies such as Palo A…

1
Navigating Authority and Transparency in Organizations - ML 142 59:58

2M ago59:58

59:58

Ben and Michael dive into the complex world of decision-making, transparency, and truth-seeking in professional settings. They share their insights on challenging decisions, navigating organizational hierarchies, and the importance of evidence-based arguments. From the intricacies of software development to the dynamics of leadership, they discuss …

1
S3, Ep8: The Evolution of Cloud-Native, Platform Engineering, & Gateways 35:39

2M ago35:39

35:39

As they say, the one thing in life you can count on is change. Our latest guest on Livin' On the Edge podcasts is Krishna Modi, a Cloud Engineer at Cisco. The discussion covered a range of topics, including Krishna's professional journey, Cisco’s evolution, Identity and Access Management (IAM), trends in API gateways, and the rise of platform engin…

1
Evolution of Dlib: Addressing Challenges in Machine Learning and Computer Vision - ML 141 1:17:18

2M ago1:17:18

1:17:18

Davis King is the perception engineer at Aurora. They talk about Dlib, which makes real-world machine learning and data analysis applications. They delve into the complexities of CUDA extensions, software layering, and the critical role of accurate data in machine learning. Join them as they dissect the challenges and importance of creating well-st…

1
S3 Ep7: Creating Developer-Happy Spaces with Telepresence, Automation, & More. Feat: Xavier Portilla 29:25

3M ago29:25

29:25

On the latest Livin' On the Edge podcast episode, we interviewed Xavier Portilla Edo, Cloud and Infrastructure Team Lead from Voiceflow, a Canada-based company focused on a collaborative conversation design platform where conversational AI product teams design, test, and ship chat and voice assistants. Xavier is also an involved Community Advocate …

1
Strategies for Improving Code Quality and Maintenance in the Python Environment - ML 140 1:05:20

3M ago1:05:20

1:05:20

Ben and Michael delve into the crucial aspects of coding, culture, and collaboration. From the importance of proper formatting and consistency in Python code to the challenges of changing organizational culture, they explore the impact of code quality on team dynamics and project success. They emphasize empathy, communication, and the power of a po…

1
Lyft's ML Infrastructure Journey - ML 139 1:05:12

3M ago1:05:12

1:05:12

Konstantin Gizdarski and Jonas Timmermann are software engineers at Lyft. They dive deep into the world of machine learning and engineering at Lyft. Join them as they explore the challenges and successes of implementing reinforcement learning, contextual bandits, and advanced AI technologies in a real-world business environment. Learn about the col…

1
S3 Ep6: The Evolution of DevOps & AI: Why "You Build It, You Run It" is a Lie feat. Natan Yellin 32:12

3M ago32:12

32:12

On the latest Livin' On the Edge podcast episode, I interviewed the CEO of Robusta, Natan Yellin, about the evolution of DevOps, throwing AI into the mix, and debunking the DevOps statement of "You Build it, You Run it." https://youtu.be/O3DRVTEgtyo The 'You Build It, You Run It' Dilemma When discussing the evolution of DevOps teams, we can't get i…

1
S3 Ep5: The Secrets of API Design & Development with Jason Harmon 41:08

3M ago41:08

41:08

On the latest Livin' On the Edge podcast episode, Product Manager Jake Beck interviewed Stoplight CTO and host of the API Intersection podcast, Jason Harmon. We get into all things API design, API development, design best practices, and more. Plus, we break down the 'design-first' approach to your API management strategy. Tune in!…

1
From Open Source to Traditional ML with James Lamb - ML 138 54:05

4M ago54:05

54:05

James Lamb is a senior software engineer at NVIDIA. They delve into the world of open-source contributions and the impact of traditional machine learning on the modern economy. James shares his journey of becoming a maintainer of renowned open-source projects while offering valuable insights into the benefits and motivations behind contributing to …

1
Wars of AI and Justice: Handling Uncertainties and Ethical Quandaries - ML 137 1:28:50

4M ago1:28:50

1:28:50

Richard Berk delves into the exciting world of machine learning in a thought-provoking discussion on a wide range of topics. They explore the potential for Westworld-style androids, considerations in the criminal justice system, ethical implications of AI in warfare, and the challenges of understanding uncertainty in real-world data. From advanced …

1
S3 EP4: Michael Levan, Platform Engineering: The Good, The Bad & The Buzzy 43:46

5M ago43:46

43:46

On this episode of Livin' on the Edge we interview industry expert and CNCF member, Michael Levan. Michael takes us through all things platform engineering, what developers should actually be concerned with, and what's just marketing talk. Platform engineering is on the rise and here to stay, here's what you need to know to ensure your organization…

1
Beyond Machine Learning - ML 136 1:15:44

5M ago1:15:44

1:15:44

Michael and Ben take a deep dive into the insightful journey spanning nuclear engineering, software development, and mentorship at Databricks. They delve into the complexities of career progression, the importance of humility and honesty in mentoring relationships, and the value of fostering a collaborative engineering culture. Join us as we explor…

1
Unraveling AI's Impact: Computer Vision, Generative Models, and Challenges in Software Development - ML 135 1:15:36

5M ago1:15:36

1:15:36

Piotr Skalski is a computer vision engineer at Roboflow. They dive deep into the world of computer vision and AI technology, exploring the utilization of video, photo, and imagery data in array processing and NLP. They discuss the challenges and opportunities presented by these fields, as well as the impact of AI technology on various industries, i…

1
How To Recession Proof Your Job - BONUS 1:12:25

5M ago1:12:25

1:12:25

Get the Black Friday/Cyber Monday "Double Your Productivity by 5pm Today" DealCoupon Code: "THRIVE" for a GIANT discount Are you looking at all the layoffs and uncertainty going on and wondering if your company is the next to cut back? Or, maybe you're a freelancer or entrepreneur who is trying to figure out how to deliver more value to gain or ret…

1
Complexity Theory - ML 134 1:28:25

5M ago1:28:25

1:28:25

In today's episode, we speak with Neil Theise, a pathologist at NYU and author of Notes on Complexity: A Scientific Theory of Connection, Consciousness and Being. Expect to learn about complexity theory and its implications for sentience, how great ideas are formed, whether AGI can be built with silicon-based computers, and much more! Sponsors Chuc…

1
S3 Ep3: Unlocking the Power of Istio and Coraza 52:45

5M ago52:45

52:45

On Season Three, Episode Three of the Livin’ on the Edge podcast, I spoke with Jose Carlos Chavez, who is a software engineer at Tetrate and heavily involved with Istio, an open-source service mesh, that has been making waves in the world of microservices and cloud-native applications. Istio offers a range of features for traffic management, securi…

1
Data Watchdogs - ML 133 1:00:26

5M ago1:00:26

1:00:26

In today's episode, we speak with Agata Checinska (Spotify) and Kasia Batko-Toluc (Citizen Network Watchdog Poland) about data privacy, accessibility, and accuracy. Expect to learn about how Poland approaches these sensitive topics, the power of deep fakes, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1%…

1
Causal Analysis - ML 132 1:02:12

6M ago1:02:12

1:02:12

In today's episode, we speak with Pierre Eliseeff, co-founder of Analyzr and causal inference expert. Expect to learn a 3-step blueprint for doing causal analysis, thinking critically about data, creating successful projects, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Members…

1
Data Visualization and Hugging Face - ML 131 1:07:06

6M ago1:07:06

1:07:06

In today's episode, we chat with Sylvain Lesage from Hugging Face, a specialist in data visualization and software engineering. Dive in to discover insights about Hugging Face's software engineering environment, invaluable data visualization techniques, and more! Sponsors Zilliz, who makes a vector database for the enterprise Chuck's Resume Templat…

1
S3 EP2: Flynn from Buoyant & Cloud-Native Happenings 37:46

6M ago37:46

37:46

In the ever-evolving landscape of cloud-native technology, APIs, Kubernetes, and service meshes, it's crucial to stay up-to-date with the latest developments and insights from experts in the field. That’s why, there’s no better time to revitalize our popular podcast, Livin’ on the Edge. We’re proud to say we’re back and better than ever!To kick off…

1
Confidence as Data Scientist - ML 130 1:01:45

6M ago1:01:45

1:01:45

In today's episode, we chat with Adam Ross Nelson - a data scientist, career mentor, and writer. Our primary focus is understanding when you've achieved "good enough" skills. Additionally, we explore team dynamics, the importance of soft skills, and offer career guidance for budding data scientists. Sponsors Chuck's Resume Template Developer Book C…

1
A Case Study: Recommendation Engines - ML 129 50:03

7M ago50:03

50:03

In today's episode, we delve into a popular topic at Databricks: building recommendation engines. We'll guide you on how to plan such projects, measure your model's success, suggest effective algorithms, and cover many other insights! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Ad…

1
Maximizing Efficiency in ML Project Development - ML 128 47:01

7M ago47:01

47:01

Ben and Michael delve into the world of data science and software development. They discuss the importance of setting standards and documentation in project development, the struggle of reviewing and maintaining code changes, and the need for programmatic solutions to automate review processes. They explore the journey of building prototypes, tackl…

1
AI that Make You Better - ML 127 1:15:10

7M ago1:15:10

1:15:10

In today's episode we speak with Paul Allen, the creator of Ancestry.com. Currently, he is CEO of Soar.com, a platform that leverages AI to make you live a more fulfilled and effective life. Expect to learn about applying LLMs to personal productivity, how Paul thinks about viral content, new applications for LLMs, and much more! Sponsors Chuck's R…

1
Challenges for LLM Implementation - ML 126 1:16:54

8M ago1:16:54

1:16:54

In today's episode, we speak with Anand Das, the CTO and co-founder of bito.ai, an LLM-powered code assistant. Expect to learn about managing LLM context, keeping LLMs up-to-date, common user pitfalls, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: An…

1
ML in the Cannabis Industry - ML 125 53:20

8M ago53:20

53:20

In today's episode, we speak with Shivek Sachdev, product owner at a seed-to-sale Cannabis company. Expect to learn about disrupting new industries, applying LLMs to daily work, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Shivek Sachdev Advertising…

1
How AI Impacts Society - ML 124 1:00:53

8M ago1:00:53

1:00:53

In today's episode we speak to Eric Daimler, a White House Presidential Innovation Fellow, professor at Carnegie Mellon, and the current CEO of Conexus. Expect to learn about how AI is impacting the military, general workforce, and our understanding of sentience! Oh, and make sure you use farm animals when explaining technical concepts. Sponsors Ch…

1
LLMs on Azure - ML 123 1:14:14

9M ago1:14:14

1:14:14

In today's episode, we speak with Jeff Procise, founder of Wintellect, an Azure-focused software consulting company. Expect to learn about your next LLM MVP on Azure, the societal impact of AI, the bifurcation of model size, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membersh…

1
How to Create Team Utils - ML 122 1:04:16

9M ago1:04:16

1:04:16

Have you ever written code and thought, "hmm, I wonder if my teammates would use this." Well in today's episode, we show you how to go from concept to production-level code. Spoiler alert: you're going to have to write tests! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising…

1
How to Get Sh*t Done - ML 121 58:10

10M ago58:10

58:10

In today's episode, Michael and Ben break down some surefire methods to be successful. If you follow these tips, you are guaranteed to co-found the next Google. Some topics include time boxing exciting work, tips for growing documentation, pitching to diverse crowds, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Becom…

1
ML at Netflix and How to Learn Deeply - ML 120 1:03:23

10M ago1:03:23

1:03:23

In today's episode, we speak with Netflix ML engineer Amir Ziai. Expect to learn about building ML tools for stakeholders, the pros and cons of a Netflix-like culture, and Amir's strategy for learning. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Amir Ziai Adverti…

1
How to get Promoted - ML 119 48:40

10M ago48:40

48:40

In today's episode, we dive into Ben's experience in navigating the career ladder. Expect to learn why your leveling matrix is probably wrong and how you should actually spend your time to maximize career growth. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: Michae…

1
How does Search Work? - ML 118 52:42

11M ago52:42

52:42

In today's episode, we speak with Roman Grebennikov, an expert in ranking algorithms. Expect to learn about his open source project, the difference between retrieval and ranking, and much more! Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials Roman Grebennikov Advertising Inqui…

1
How to Learn a New Tool - ML 117 58:02

11M ago58:02

58:02

In today's episode, we walk through Ben's experience creating the Hugging Face transformer flavor for ML flow. During this case study we highlight the structure he uses to learn new technologies and cover some practical tips along the way. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membersh…

1
The Innovation Cycle of AI - ML 116 1:09:39

11M ago1:09:39

1:09:39

Today we speak with ex-Googler, Praveen Paritosh. He has over 20 years of experience as a research scientist and has worked on some of AI's most impactful projects. Expect to learn about scientific innovation, the importance of data, and the next wave of AI (spoiler, it's not LLMs). Sponsors Chuck's Resume Template Developer Book Club starting Beco…

1
All Things Machine Learning - ML 115 1:07:41

12M ago1:07:41

1:07:41

Host from the Ruby Rogues podcast, Dave Kimura joins Ben and Michael for this week's crossover episode. They discuss applying machine learning, deep learning, and algorithm. They also dive into how artificial intelligence changes the future. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Member…

1
How to Transition from Academics to Industry - ML 114 57:00

12M ago57:00

57:00

Today we speak with Noah Silbert, a former data scientist at Netflix and current data scientist at Tubi. Expect to learn about company size can impact your role and day-to-day work as a data scientist. We also cover Noah's experience moving from being a professor to handling the scale and complexity of the tech industry. Sponsors Chuck's Resume Tem…

1
How to Make your Projects Succeed - ML 113 1:04:15

12M ago1:04:15

1:04:15

In today's episode, we walk through a project that Michael is currently working on. Expect to learn about scoping a project, getting feedback, and ensuring value. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: htt…

1
Jason Weimann - Learn Video Game Development with Chuck - BONUS 50:13

1y ago50:13

50:13

Jason Weimann is a Developer and Instructor. He returns to the show with Chuck to talk about video game creation. He shares his experiences as a developer and dives into his courses wherein he gives beginners and aspiring developers a walk-through of the world of creating games. Links Game development courses & tutorials Programmer Course – game.co…

1
How to Think Like a Principal Architect - ML 112 1:03:29

1y ago1:03:29

1:03:29

Today, we do a deep dive into Ben's background. We cover his career trajectory and, more importantly, how nature and nurture have impacted the way he thinks. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://…

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Lyft Engineering Podcasts

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