About Us
Delivering Tangible Business Value With AI
Optimized AI Conference is one of the most practical AI events you can attend. The organizers of the event both work for top AI companies NVIDIA/Google so we curate a breadth of speakers that we would want to learn from in order to make progress with our production workloads. The content strikes a healthy balance between deep theory required for extending industrial research, deep dives on production use-cases and business optimization strategies.
We believe that every AI professional can benefit from developing both their technical and business development skills.
Come accelerate your learning, generate revenue and advance your career.
Learning Resources (Coming Soon)
Take advantage of the plethora of learning resources (free and paid) that we have curated to help you accelerate your career.
Tutorials
Curated list of tutorials by topic. There are many great authors to learn from.
Tutorials
Podcasts
Optimize your learning with a variety of technical and non-technical AI podcasts
Podcasts
Courses
See a variety of courses from instructors we work with along with other open-source courses
Courses
Career Resources /Jobs
See jobs and other best practices to accelerate your AI career
Career Resources /Jobs
Companies Represented
As practitioners, we recruit speakers from top companies to bring you the latest industry best practices.
Speakers 2024
The Optimized AI Conference (previously the Southern Data Science Conference) has had an amazing, world-class lineup of speakers since 2015. We were traditionally a single-track conference focused purely on technical content . This year we aim to double or triple the number of high-caliber speakers, so you can expect even more actionable content across more domains.
Last September, I had the privilege of attending and speaking at, now the Optimized AI Conference (then, the Southern Data Science Conference). It was an valuable experience to exchange cutting-edge ideas with industry leaders and experts. I'm looking forward to the upcoming editions for this vibrant community. See you at the next one! #OptimizedAIConference.
If you're looking for a generative AI conference that feels like home, you'd be hard-pressed to find a more welcoming event than Optimized AI in Atlanta! The camaraderie, insightful AI discussions, and collaborative spirit are unparalleled -- you'll leave feeling inspired to start building.
Last September, I had the privilege of attending and speaking at, now the Optimized AI Conference (then, the Southern Data Science Conference). It was an valuable experience to exchange cutting-edge ideas with industry leaders and experts. I'm looking forward to the upcoming editions for this vibrant community. See you at the next one! #OptimizedAIConference.
Last September, I had the privilege of attending and speaking at, now the Optimized AI Conference (then, the Southern Data Science Conference). It was an valuable experience to exchange cutting-edge ideas with industry leaders and experts. I'm looking forward to the upcoming editions for this vibrant community. See you at the next one! #OptimizedAIConference.
Generate revenue with AI
We aim to give you a practical survey of the state of enterprise AI by focusing on 12 topics that enable you to participate in the entire value chain of production-grade and production-scale AI applications.
By the end of this conference, you will be armed with the knowledge to take models to production and generate revenue and business impact with your AI endeavors.
01.
Deep Learning
Knowing the foundations of deep learning has it benefits. How do you scale your training in a cost-effective manner. When it comes to deploying deep learning. models, methods such as quantization and pruning can help to reduce inference costs and latency. We explore optimizations on both the training and inference lifecycle.
02.
LLMs + RAG
Many teams have already implemented RAG systems to keep their insight generation engines up-to-date. How do you increase the accuracy and quality of results coming from these systems? Which component do you scale, and how can you keep inference costs as low as possible but still get the highest quality results?
03.
Multimodality
The current GEN AI adoption curve is just beginning. The true frontier of breakthrough applications will come from training and learning on more diverse datasets. Image, sound, and video generation will be at the top of the list, showcasing how to fine-tune and deploy these various types of models.
04.
AI Consulting
Working for top AI companies is not the only way to earn a great living from the Gen AI boom. Many enterprises need the Capex to expand their teams and hire top-tier technical talent. Now is a rare opportunity to build the next generation of consulting firms, that are co-pilot enabled.
05.
AI Startups
Starting an AI company is easier than ever. This makes competition fierce and differentiating your unique value proposition takes advanced positioning, timing and precision marketing to preserve budgets. We’ll be hosting a number of startups that you can join and learn from.
06.
Data Processing
What remains constant in the GEN AI age? Growing volumes of data. This means the cost to process medium to large datasets will only increase over time. We explore the field of accelerated data processing on GPUs and other optimized platforms to reduce processing costs and increase the quality and speed of insights from your datasets. Learn how to accelerate spark, pandas and ML workloads.
07.
ML/LLM Ops
LLM inference is distinctly different from other types of model inference. We explore both traditional approaches to model optimization and deployment and this new field of deploying token, image, and video-generating systems. The goal is to minimize cost and maximize throughput and utilization of these systems.
08.
Career Optimization
What is your career optimization function? Is it wealth, freedom, control of time, or interesting work? How do you navigate this new age of GEN AI work, and how do you position yourself to advance your career strategically? Learn from many experts, both their strategies and mistakes, so you can optimize your next career move.
09.
Agents
This is the true frontier of the LLM revolution. When agents are fully online, small companies can compete with large companies due to an AI-accelerated labor force. This paradigm will transform businesses in a meaningful way, enabling organizations to scale their efforts. Individuals who follow the Company-of-One philosophy can create viable businesses with no employees, by leveraging agents.
10.
AI Leadership
All leadership must understand AI at its core in order to lead the next generation companies. By going deep into how these systems work, leaders can have more powerful predictive capabilities that they can leverage to steer their organizations into the rapidly changing landscape. Leadership is not easy, and AI Leadership is even harder, given how fast the field is evolving, come compress your learning.
11.
Venture Capital
GEN AI startups have some of the highest valuations and exits in history. Many small firms are being acquired for hundreds of millions. Most of these companies raised funding along the way to accelerate their product development and market penetration efforts. Learn how to connect with VCs and better understand what the funding path entails.
12.
Inference Optimization
The biggest barrier to adoption of GEN AI in enterprise is the cost and effectiveness of inference. We explore many topics on scaling out these systems effectively, leveraging routers to choose the best models between frontier and open-source models. You will leave learning how to deploy your own GEN AI applications cost effectively.
Workshops
Workshops will be held on April 16th, Day 3 of the conference. More details will be added later in 2024 about specific topics being covered, we are currently sourcing instructors for these courses. Email mark@oaiconference.com if you are interested in hosting a workshop.
Building LLM Applications
Workshop details subject to change
Master the essentials of Building LLM Applications, from foundational NLP and Transformers to building a custom search engine and leveraging GPT models. Learn fine-tuning, prompt engineering, and how to create your own Enterprise RAG LLM Application.
Optimizing Enterprise RAG Systems
RAG systems will be a mainstay in every enterprise. Tuning a RAG systems involves deep knowledge of both vector and traditional keyword search, coupled with efficient context management strategies for LLMs. This entire equation becomes more complicated when multiple modalities of data enter the equation.
Workshop details subject to change
Building MicroSaas Applications
Have you ever had an idea for a small saas application, better yet an AI enabled one. There is an emerging trend of single-person companies that earn $1k - $100k/month from no-employee saas-businesse. Come and learn how to build one for yourself.
Workshop details subject to change
Optimizing GEN AI Models for Production
Reduce costs by learning which GPUs to use for your deployments and how to build inference engines that increase throughput and decrease latency.
Workshop details subject to change
Program Overview
Our conference program is specifically designed for you to fill in the gaps in your strategy, be it technical or business-oriented. The goal is that you are a better all rounded data professional so you can adjust more readily to the changing landscape.
/ Monday April 14, 2025
Day 1 Conference + Reception
This is the most action packed day we have at the event. There will be a morning and afternoon keynote then multiple sessions in between across various stages. Explore where your interests take you. Get to know our sponsors who can accelerate your progress on different projects. Network with fellow professionals.
Note we have tickets that include both meals and no-meals depending on your budget. Enjoy a reception at the end of these first evening.
/ Tuesday April 15, 2025
Day 2 Conference
The second day is still as action-packed as the first, but we reduce the length of the talks so you can view more content and get a more varied learning experience. We also end earlier on this day. Typically, attendees are maxed out on all the great information they learned from the day before.
Interact with our sponsors, grab swag and connect with other folks.
/ Wednesday April, 16, 2025
Workshop Day
The goal of the workshop day is to be as hands-on as possible so you can walk away with implementable skills. Workshops run from 9:00am - 3:30pm EST.
This is a great opportunity to accelerate your learning to launch your new project.
Conference Pass Only
This ticket does NOT include food during the event, hence the cheap price. Our venue is within 8 minutes walking distance of a shopping mall food court. Water + Coffee are available.
Conference Pass + Workshop
This includes a mini-breakfast, boxed lunch, 1 reception drink, all mini-workshops (Day 1, 2), and one All-day workshop on Day 3.
Premium Conference Pass + Workshop
Buffet-style food: breakfast, lunch, snacks, 2 reception drinks, all mini-workshops (Day 1, 2), and one All-day workshop on Day 3.
Don’t Miss Our Updates!
Join our newsletter
Subscribe to our newsletter and get a free remote ticket to the main stage livestream. Livestream will only include a limited number of talks including keynotes but no workshops.
Email list also gets priority for limited discount tickets
Past Sponsors
PLATINUM
GOLD
SILVER
BRONZE
Venue & Hotel
Cobb Galleria Center
We chose the Cobb Galleria due to its proximity to local food destinations and its status as Atlanta’s premier convention center. To keep conference ticket costs low, we offer attendees both a meal option and a non-meal option ticket. This is a food-court located in 7 minute walking distance to the conference venue which enables you to enjoy the conference at a lowes price.