Aman Sharma
Cofounder Lamatic.ai, AI Community Builder and Researcher
Miami, Florida, United States
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Aman is a serial technology entrepreneur with 3 startups and has deployed over a dozen digital / AI products. He was a machine learning researcher at TU Wien (Vienna University of Technology), a UX / AI lead at upsell.ai and the founding lead at Mobile-web.dev . He is an active member of DevOps and AI community. He has delivered 100+ tech talks, shared advice on product building and mentored hundred of young entrepreneurs in technology and entrepreneurship. He was featured as a top CTO in India.
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The Lean DevOps Playbook : Make it success from Day one
After working at 4 early stage startups, Aman complies and shared the behind-the-scenes of tech startups from Disaster to Bliss DevOps. Also sharing some blunders that would make the audience chuckle
The session will include -
1. Code and Repo Structuring including Monorepo
2. Lean Product and Sprint management
3. Minimal CI/CD that saves tonne of time
4. Automations that you will thank later
5. Containerisation and deployments
6. Other Code best practices like documentation, DevEx, Analysis etc
LLMOps: The Key to Successful LLM Deployment in SaaS
LLM's are on the rise and everyone is trying to adopt them for there SAAS product. But the key to a great LLM implementation lies in successful LLMOps. Inherently LLM as not production ready, often give inconsistent answers and hallucinate. This talk will be a complete go around about everything LLM Ops - Why do we need it?, How to do it? tools and best practices.This talk will help anyone who is thinking of putting LLM in production to actually doing a successful implementation.
This is high level Table of content for the talk -
1. LLM in SaaS: An Overview
2. Understanding LLMOps
3. Addressing LLM Challenges
4. LLMOps Step-by-Step
5. LLMOps Best Practices
6. LLM Success Stories
7. Future of LLMOps
Building SAAS faster with GenAI
This talk presents a forward-looking perspective on the integration of Large Language Models (LLMs) into existing SaaS platforms. We'll explore strategies for replacing extensive custom code with advanced LLM-based logic, thereby streamlining the software development process. The discussion will cover practical methods for embedding LLMs into various components of SaaS applications, emphasizing efficiency gains, scalability, and enhanced functionality.
Key Points -
1. LLMs in the Context of SaaS Development: An introduction to the role of LLMs in modern software development, particularly in SaaS environments.
2. Replacing Custom Code with LLMs: Detailed insights into how LLMs can replace substantial portions of custom-built code, focusing on areas like natural language processing, user interaction, and automated decision-making.
3. Integration Strategies for LLMs in Existing SaaS Platforms: Practical approaches to embedding LLM logic into current SaaS applications, including architectural considerations and retrofitting existing systems.
4. Case Studies of LLM Integration: Real-world examples of SaaS applications that have successfully integrated LLMs, highlighting the challenges, solutions, and outcomes.
5. Optimizing Development and Maintenance Cycles: Discussing how LLMs can streamline the development process, reduce maintenance overhead, and enable more agile responses to market changes and user needs.
6. Challenges and Best Practices in LLM Integration: Exploring common pitfalls and best practices in integrating LLMs into SaaS development, including data privacy, model training, and ensuring the reliability of AI-generated logic.
The Lean GenOps playbook: Building GenAI app faster and scalable
This comprehensive master class is designed to guide anyone (non-AI and noncoders) from the initial ideation phase of GenAI features through to the successful deployment of scalable applications in production. Here’s a detailed, pointwise breakdown of what the playbook covers:
1. Introduction to GenAI and LLMs: Quick dive into what GenAI and LLMs are, emphasizing their relevance today.
From Idea to Concept: Rapid ideation techniques for GenAI features.
2. Choosing the Right Model: Key points on selecting LLMs for your project’s needs.
3. Integrating your data: Selecting data and Overview of how vector databases support LLM applications.
4. LLM Training Essentials: Brief on training and fine-tuning LLMs for custom needs.
5. Simplifying LLMOps:Introduction to managing LLM applications with a focus on practical tools.
6. Building Your Application:Key steps to integrate LLMs into your app’s front and back end.
7. Deployment and Testing:Strategies for deploying and testing your application efficiently.
8. Monitoring, Maintenance, and Scaling:Tips for keeping your application running smoothly and scaling up.
9. Wrap-Up: Best practices and ongoing improvements
Beyond Chatbots: Envisioning and Building Embedded Generative AI for Tomorrow's Software
In the rapidly evolving landscape of Generative AI (GenAI), the spotlight often shines brightest on chatbots. However, the potential applications of GenAI stretch far beyond the conversational interfaces we've grown accustomed to. This talk delves into the transformative realm of embedding GenAI within software applications, offering a roadmap for innovation beyond the chatbot horizon.
Key Takeaways:
1. Embedded Software vs. Just Chatbots: Understand the distinction between narrowly focused chatbots and the broader spectrum of embedded GenAI software. We'll explore how embedded GenAI can enhance user experiences, optimize operations, and unlock new capabilities within a diverse range of applications, from healthcare diagnostics to personalized education and beyond.
2. Planning GenAI Features/Products: Transitioning from ideation to implementation requires a strategic approach. This segment offers insights into identifying opportunities for GenAI integration, assessing feasibility, and envisioning GenAI features that align with user needs and business objectives. Learn how to craft a roadmap that not only considers the technological landscape but also anticipates future trends and challenges.
3. Building Your Agents/Agents Workflow: Central to embedding GenAI into software is the creation of intelligent agents capable of autonomously performing tasks, learning from interactions, and improving over time. We'll discuss methodologies for designing these agents, including the development of their workflows, decision-making processes, and the mechanisms by which they evolve through machine learning and user feedback.
4. Integrating GenAI into Existing Products: This section will cover practical strategies for seamless integration, focusing on compatibility, scalability, and maintaining the integrity of user data.
5. Use Cases and Examples: To illustrate the concepts discussed, we will showcase a variety of real-world applications of embedded GenAI across different industries.
Orlando Code Camp 2025 Sessionize Event
eMerge Americas
Finalist Pitch
2025 Florida Venture Capital Conference
Finalist Presentation
React Global Online Summit'25 AI Edition
Beyond Chatbots
AI Builders Night
TechCrunch Disrupt Startup Battlefield
Agile + DevOpsDays Des Moines 2024 Sessionize Event
DevOps Days Tampa Bay 2024 Sessionize Event
GenAI Meetup Delhi
AI Uncorked
Building GenAI apps : Zero to Hero GenAI playbook
CTO Insights
GenAI 0 to hero: Playbook to Building GenAI Apps with LLM
AI DevSummit 2024 Sessionize Event
DevOpsDays Philadelphia 2024 Sessionize Event
SW2CON
Beyond Chatbots: Building Embedded SAAS experiences with GenAI
CNCF ML Bootcamp
LLM Fundamentals 0 to 1
Atlanta Cloud Conference 2024 Sessionize Event
Michigan Technology Conference 2024 Sessionize Event
DDD Melbourne 2024 Sessionize Event
Data.TLV Summit 2024 Sessionize Event
Orlando Code Camp 2024 Sessionize Event
THAT conference Texas
The Lean DevOps Playbook
Building a GenAI product
A session on how to build a GenAI product
National Startup Day at NSIT
This Even was about sharing my startup Journey in the session named Zero to Hero and also Judging a Startup pitching competition.
90DaysOfDevOps - 2024 Community Edition Sessionize Event
Google DevFest Ludhiana 2023 (In-Person) Sessionize Event
GDG Ahmedabad DevFest 2023 Sessionize Event
Symposium on Computational Gastronomy
Food X AI : Leveraging LLM for food API
AI DevWorld 2023 Sessionize Event
GDG Athens DevFest 2023 Sessionize Event
ChefConf.23 Germany Sessionize Event
DevOps Days Tampa Bay 2023 Sessionize Event
WorldFestival 2023 Sessionize Event
SEI Secure Software by Design Sessionize Event
Global Mobile summit
Represented and discuss community landscape from AMP side
India web community lead summit
Represented and discuss community landscape from AMP side
Cyber Security Global Summit 2021 DAY 1 - Entry-level track
DevSecOps Days Pittsburgh 2023 Sessionize Event
Modern Frontends Live! 2022 Sessionize Event
NFT.London 2022 by NFT.NYC Sessionize Event
Localhost Conference 2022 Sessionize Event
Global AI Developers Days Sessionize Event
Devopsdays Eindhoven 2022 Sessionize Event
Mêlée Tech - 2022 Sessionize Event
Web Developer Conference '22 Sessionize Event
Web 3 Conference
(Democratized, Decentralized research ecosystem with NFT and web3)
Sharing the idea of using web3 for a world of decentralized research at web3 conf
Twitter Space event(Web Application Firewall 101 )
Discussing about web application firewalls and how to get started with them with NGINX engineering leed
Accessibility Days 2021 Sessionize Event
Cyber Security Global Summit 2021
(Security and UX hand in hand | Link)
How to provide better security along with good UX at Cybersecurity global summit
Accessibility Days(Accessiblity with AMP)
How can we build more accessible internet using AMP framework
React JS summit
diminishing the line between a web and native apps using ux and pwa practices at React global summit
Dnn Summit
making optimized web project with amp and using it with DNN CMS
DNN Virtual Summit 2021 Sessionize Event
Global IT Security Conference
using UX to your advantage to create secure apps at Gloabl IT security summit
Hour of Code | ACM Student Chapter IIT(ISM),Dhanbad
IIT ISM Dhanbad
Belpy
How to plan and use datascience project to your advantage for better ROI at Belpy 2021
Pycon Indonesia
A talk on managing projects and competing them on time at pycon indonesia
Pyjama Conference
A talk on managing projects and competing them on time at pyjamas conference
Pycon India
A talk on managing projects and competing them on time at pycon india
Python Global Summit
A talk on managing projects and competing them on time at python global summitA talk on managing projects and competing them on time at python global summit
Devfest Great NorthDevfest Great North
creating performant and optimized web project with amp at Devfest great north
IGDTUW
mythbusting cloud and explaining easier entrance to start cloud adoption and learning at IGDTUW
Jamstack Berlin
Using amp in JAMstack project at a meetup in jamstack berlin in collaboration with contentful
Doing a web startup the right way
a meetup session guiding entreprenuer about scaling there web startup at mobile-web.dev
GDG Cloud Ahemdabad
introduction to AMP and how it can help in making web application faster at GDG cloud ahemedabad meetup group
Web Dev Live
Vast possibilties and landscape of AMP at WEB Dev Live
Mobile-Web.dev
A talk on using AI on web application at community meetup of mobile-web.dev
Fossasia Summit
A talk on making better performant web apps using the concept of AMP and PWA at Fossasia sumit singapore
OpenTech Summit
A talk on making better performant web apps using the concept of AMP and PWA at opentech summit Delhi
OpenTech Summit
A talk on making better performant web apps using the concept of AMP and PWA at opentech summit Srilanka
Wordfest
Using AMP to Developers advantage to create performant and fast websites. Also introduced Wordpress way of doing AMP.
About mobile-web.dev and AMP
Introduction to AMP and our mobile-web.dev community for awareness
Online Meetup
A talk on making better performant web apps using the concept of AMP and PWA
Online Meetup
Kickstarted AMP community interaction in India which was a seed for mobile-web.dev community
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