LLM Use Cases in Production // AI in Production Conference // Panel 1 episode artwork

EPISODE · Feb 28, 2024 · 30 MIN

LLM Use Cases in Production // AI in Production Conference // Panel 1

from MLOps.community · host Demetrios

// AbstractFrom startups achieving significant value with minor capabilities to AI revolutionizing sales calls and raising sales by 30%, we explore a series of interesting real-world use cases. Understanding the objectives and complexities of various industries, exploring the challenges of launching products, and highlighting the vital integration of the human touch with technology, this episode is a treasure trove of insights.// BioGreg Kamradt - ModeratorGreg has mentored thousands of developers and founders, empowering them to build AI-centric applications. By crafting tutorial-based content, Greg aims to guide everyone from seasoned builders to ambitious indie hackers. Some of his popular works: 'Introduction to LangChain Part 1, Part 2' (+145K views), and 'How To Question A Book' featuring Pinecone (+115K Views). Greg partners with companies during their product launches, feature enhancements, and funding rounds. His objective is to cultivate not just awareness, but also a practical understanding of how to optimally utilize a company's tools. He previously led Growth @ Salesforce for Sales & Service Clouds in addition to being early on at Digits, a FinTech Series-C company.Agnieszka Mikołajczyk-BarełaSenior AI Engineer@Chaptr working on LLMs. PhD, author of datasets, scientific papers, and publications with over 1800 citations, holding numerous scholarships and awards. Daily, she conducts her research on her grant "Detecting and overcoming bias in data with explainable artificial intelligence" Preludium, awarded by Polish National Centre. She is a co-organizer of PolEval2021 and PolEval 2022 tasks with punctuation prediction and restoration.She organizes and actively contributes to the scientific community in her free time: she managed and led the team during the HearAI project focused on modeling Sign Language. A former organizer and a team leader at the open-source project. As an ML Expert, she supports the project "Susana" designed to detect and read product expiry dates to help the Blind "see".Jason LiuJason is a machine learning engineer and technical advisor. Arjun KannanArjun Kannan builds products, businesses, and teams. Currently building ResiDesk, bringing AI copilots to help real estate forecast renewals, reduce turnover, and hit their budget. Arjun built and led product and engineering functions at Climb Credit (serving 100k students, doubling loan growth for 3 years straight) and at BlackRock (creating $400mm in annual revenue), and helped build multiple startups and small companies before that.// Sign up for our Newsletter to never miss an event: https://mlops.community/join/// Watch all the conference videos here: https://home.mlops.community/home/collections// Check out the MLOps Community podcast: https://open.spotify.com/show/7wZygk3mUUqBaRbBGB1lgh?si=242d3b9675654a69// Read our blog: mlops.community/blog// Join an in-person local meetup near you: https://mlops.community/meetups/// MLOps Swag/Merch: https://mlops-community.myshopify.com/// Follow us on Twitter: https://twitter.com/mlopscommunity//Follow us on LinkedIn: https://www.linkedin.com/company/mlopscommunity/

// AbstractFrom startups achieving significant value with minor capabilities to AI revolutionizing sales calls and raising sales by 30%, we explore a series of interesting real-world use cases. Understanding the objectives and complexities of various industries, exploring the challenges of launching products, and highlighting the vital integration of the human touch with technology, this episode is a treasure trove of insights.// BioGreg Kamradt - ModeratorGreg has mentored thousands of developers and founders, empowering them to build AI-centric applications. By crafting tutorial-based content, Greg aims to guide everyone from seasoned builders to ambitious indie hackers. Some of his popular works: 'Introduction to LangChain Part 1, Part 2' (+145K views), and 'How To Question A Book' featuring Pinecone (+115K Views). Greg partners with companies during their product launches, feature enhancements, and funding rounds. His objective is to cultivate not just awareness, but also a practical understanding of how to optimally utilize a company's tools. He previously led Growth @ Salesforce for Sales & Service Clouds in addition to being early on at Digits, a FinTech Series-C company.Agnieszka Mikołajczyk-BarełaSenior AI Engineer@Chaptr working on LLMs. PhD, author of datasets, scientific papers, and publications with over 1800 citations, holding numerous scholarships and awards. Daily, she conducts her research on her grant "Detecting and overcoming bias in data with explainable artificial intelligence" Preludium, awarded by Polish National Centre. She is a co-organizer of PolEval2021 and PolEval 2022 tasks with punctuation prediction and restoration.She organizes and actively contributes to the scientific community in her free time: she managed and led the team during the HearAI project focused on modeling Sign Language. A former organizer and a team leader at the open-source project. As an ML Expert, she supports the project "Susana" designed to detect and read product expiry dates to help the Blind "see".Jason LiuJason is a machine learning engineer and technical advisor. Arjun KannanArjun Kannan builds products, businesses, and teams. Currently building ResiDesk, bringing AI copilots to help real estate forecast renewals, reduce turnover, and hit their budget. Arjun built and led product and engineering functions at Climb Credit (serving 100k students, doubling loan growth for 3 years straight) and at BlackRock (creating $400mm in annual revenue), and helped build multiple startups and small companies before that.// Sign up for our Newsletter to never miss an event: https://mlops.community/join/// Watch all the conference videos here: https://home.mlops.community/home/collections// Check out the MLOps Community podcast: https://open.spotify.com/show/7wZygk3mUUqBaRbBGB1lgh?si=242d3b9675654a69// Read our blog: mlops.community/blog// Join an in-person local meetup near you: https://mlops.community/meetups/// MLOps Swag/Merch: https://mlops-community.myshopify.com/// Follow us on Twitter: https://twitter.com/mlopscommunity//Follow us on LinkedIn: https://www.linkedin.com/company/mlopscommunity/

NOW PLAYING

LLM Use Cases in Production // AI in Production Conference // Panel 1

0:00 30:48

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

She’s a Hazard to Herself She’s a Hazard Hi there, I’m Mallory, and I’d like to invite you into our world with “She’s a Hazard to Herself!” Join us as we navigate life with Multiple Sclerosis from the seat of my power wheelchair. Discover stories of resilience, family, and the community we’ve built around chronic illness. Whether you’re impacted by MS or want to learn from our journey, there’s something here for you. So why wait? Subscribe to “She’s a Hazard to Herself” on your favorite podcast app and be part of our journey today. Let’s lift each other up, one episode at a time! Tips, News and Stories for Older Adults Esther C Kane CAPS, C.D.S. "Tips, News, and Stories for Older Adults" delivers weekly insights tailored for seniors. We bring you summaries of curated news, practical advice, and inspiring stories that matter to the 55+ community. From health and finance to technology and lifestyle, our content keeps you informed and engaged. Sourced from trusted outlets, each episode offers valuable information for navigating your golden years. Join us as we explore aging with positivity, wisdom, and engaging stories. Your perfect companion for staying active, learning, and embracing life's later chapters. Prayer Time Heir Waves Prayer Time A podcast especially for our Prayer Time community NEWMORROW SESSIONS - A PodCast Series on the Future of Hospitality Mario C. Bauer, Florian Schneider, Axel Weber & Dr. Tillman Bardt The Newmorrow PodCast is more than a podcast — it's a platform for open dialog on the future of our business, a platform for those building what doesn’t exist yet. Here, we share and embrace our passion for the hospitality industry, but we won’t romanticize the journey. We ask the tough questions, confront uncomfortable truths, and prepare for a future that resists easy answers. We believe that the tougher and wilder times become, the more openly, honestly and humanely people need to talk to each other and act together. We believe, openness, togetherness, and truthfulness should also be cornerstones of a professional community to develop our utopian idea of „open source“. This is a space where visionaries don’t just imagine the future — they wrestle with the paradoxes that shape it: success vs. happiness, data vs. instinct, stability vs. reinvention. Join leaders, entrepreneurs, and thinkers as they share not what made them — but what’s actively shaping them, now and next. So tune in

Frequently Asked Questions

How long is this episode of MLOps.community?

This episode is 30 minutes long.

When was this MLOps.community episode published?

This episode was published on February 28, 2024.

What is this episode about?

// AbstractFrom startups achieving significant value with minor capabilities to AI revolutionizing sales calls and raising sales by 30%, we explore a series of interesting real-world use cases. Understanding the objectives and complexities of...

Can I download this MLOps.community episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!