February 5 to 7, 2025 | Bangalore

India's Biggest developers Conference

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MLDS features a broad spectrum of topics, catering to all developers and IT professionals. Key areas include Artificial Intelligence and Generative AI, covering innovations in NLP, reinforcement learning, and ethical AI applications. The event also delves into Software Development Practices like microservices, cloud-native development, DevOps, and CI/CD, showcasing best practices for building scalable and resilient applications. Other prominent topics include Edge Computing and Internet of Things (IoT) integration, focusing on developing low-latency, real-time applications, along with sessions on cybersecurity, blockchain, data science, web/mobile development, and cloud technologies. MLDS offers something for every developer, blending cutting-edge technologies with practical, real-world applications.

Schedule for 2025

The majority of Conference sessions are curated by the AIM community.

We are in the process of finalizing the sessions for 2025. Expect more than 100 talks at the summit. Please check back this page again.

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  • Day 1

    Feb 5, 2025

  • This research work tackles the challenge of accurately categorizing customers for retailers to enable precise, targeted marketing strategies. It introduces an innovative method leveraging Large Language Models (LLMs) to analyze purchase data and identify key product categories, such as baby food or eldercare items, revealing household compositions like families with kids or elders. By integrating historical behavior with LLM-based classification, the approach enhances life stage segmentation, improving customer targeting, sales, and retention. The research paper details the data sources, model architecture, and evaluation metrics used in this segmentation.
    HALL 3 - Paper Presentations

  • This session explores the new technologies and domain opportunities that are expanding at a rapid pace, like Robotics, XR (Mixed Reality), Neural Interfaces, Genetic Engineering, and many more.
    HALL 2 - Tech Talks / Workshops

  • By 2030, the role of traditional sales teams will be radically transformed—or even obsolete—thanks to the rise of Large Language Models (LLMs). These AI-powered tools are redefining how businesses connect with customers, blending advanced conversational capabilities with data-driven insights to streamline the entire sales process. This session will delve into the ways LLMs are automating lead generation, personalizing outreach at scale, and closing deals faster than ever, signaling the dawn of an AI-first era in sales. Join us to uncover how LLMs will shape a future where human sales efforts take a backseat to intelligent, automated systems.
    HALL 2 - Tech Talks / Workshops

  • Session will help you define the Platform features for a successful implementation of Ops for Data and identify the challenges
    HALL 2 - Tech Talks / Workshops

  • Discover how to create intelligent agents and multiagent systems using cutting-edge open-source technologies. This talk will explore various frameworks and best practices for building robust collaborative agents and attendees will gain insights into some real-world applications of multi-agent systems.
    HALL 2 - Tech Talks / Workshops

  • Edge computing is revolutionizing earth observation (EO) by enabling satellites to process data directly in orbit, reducing reliance on ground stations for time-sensitive applications. This talk will highlight the benefits of edge computing for earth observation, such as reduced data transfer costs, faster response times in critical scenarios like disaster management, and real-time insights for sectors like agriculture and defence. In September 2023 KaleidEO demonstrated on-orbit processing on EO satellites, showcasing real-time analytics capabilities like change detection and applications for vegetation, forestry and environmental monitoring. By enabling instantaneous data processing, edge computing ensures that actionable intelligence reaches decision-makers without delay, fostering more effective responses to natural disasters, better resource management, and stronger national security. The edge computing innovation for EO marks an important evolution in the traditional approach, unlocking unprecedented potential for near real-time, data-driven, diversified applications from space.
    HALL 1 (Main) - Keynotes/Tech Talks

  • In this presentation, we will explore the current challenges facing the supply chain industry and discuss the critical importance of leveraging data-driven insights to modernize operations. We will delve into the role of data, highlighting key strategies such as data integration, real-time analytics, and predictive and prescriptive insights, alongside the transformative impact of advanced technologies like Generative AI. Additionally, we will examine architecture best practices from the industry, showcasing real-world examples of how organizations have successfully implemented these strategies to drive efficiency and resilience. Attendees will gain a comprehensive understanding of how to harness data to enhance supply chain operations, with concrete insights into effective architectural frameworks and future trends that will shape the supply chain landscape.
    HALL 2 - Tech Talks / Workshops

  • In this session, I will explore how intelligent training data pipelines are the key to scaling computer vision AI effectively. Imagine the challenge of needing millions of accurately labeled images for a reliable AI model—without the right infrastructure, this can become a bottleneck. I will deep dive into how intelligent pipelines, driven by automation technologies like AI-assisted labeling and active learning, replace tedious manual workflows, drastically boosting efficiency and data quality. Through real-world examples, I will showcase how these pipelines can accelerate annotation processes and improve model accuracy. Engineers will leave with actionable insights on implementing semi-supervised labeling, quality checks, and advanced tools to jumpstart their AI projects with smarter data pipelines.
    HALL 1 (Main) - Keynotes/Tech Talks

  • This session explores how deep learning, particularly CNNs and advanced architectures, is transforming medical imaging. Drawing on research from IIT Hyderabad, it covers applications in detecting diseases through X-rays, MRIs, and CT scans, enhancing diagnostic accuracy. Key topics include challenges in data preparation, interpretability techniques to improve transparency, and how AI integrates into clinical workflows to support radiologists. Ethical considerations and future directions, such as privacy-preserving federated learning, highlight the responsible deployment of AI in healthcare.
    HALL 2 - Tech Talks / Workshops

  • Day 2

    Feb 6, 2025

  • Organizations are overwhelmed by vast amounts of unstructured data—about 80% of enterprise information exists in formats like documents, emails, images, and PDFs. This untapped resource holds immense potential but remains challenging to process and analyze. Traditional data pipelines struggle with unstructured data, but Generative AI (GenAI) and Large Language Models (LLMs) offer transformative solutions. This workshop will guide you through integrating GenAI into your data pipelines. We'll address the challenges of unstructured data, explore how LLMs can help, and provide hands-on experience with OCR technology for AI ingestion. Whether you're a data engineer, machine learning enthusiast, or IT professional, this workshop offers valuable insights and practical skills to enhance your data infrastructure.
    HALL 2 - Tech Talks / Workshops

  • In this session, we will explore the fundamentals of Artificial Intelligence and its impact on the evolving job market. We will discuss the skills required to build a successful career in AI, debunk common misconceptions about the field, and provide actionable insights on how to navigate opportunities in this dynamic industry.
    HALL 2 - Tech Talks / Workshops

  • In a world where over 90% of internet users speak languages other than English, the potential for growth lies in inclusivity. This talk will explore how AI is bridging the gap for over a billion users by transforming content into native languages at scale. I Himanshu Sharma, Co- Founder of Devnagri, will share insights on how neural machine translation, voice bots, and foundational language models are reshaping industries—creating opportunities for businesses to connect deeply with regional audiences. Dive into the future of AI-driven localization and learn how innovation is turning barriers into bridges for global communication.
    HALL 2 - Tech Talks / Workshops

  • In this talk, I will dive into a real-time data pipeline solution I worked on for the Travel & Hospitality domain, powered by Apache Flink Stateful Functions. This solution efficiently handled over 800,000 streaming events per day, addressing critical use cases. I will share insights into the challenges faced, the strategies used to overcome them, and how we successfully scaled the pipeline to meet demanding business requirements. For the second part of the session, I will explore the hot topic: Will Low-Code ETL Replace Data Engineers? I firmly believe that Low-Code ETL is not here to replace data engineers but to accelerate the development process. However, for this to succeed, ETL platforms must empower data engineers with the freedom and control to customize and adapt the platform to their specific needs. I’ll discuss examples like Prophecy, a Low-Code ETL platform that strikes a balance by acting as an IDE, generating open-source code, and keeping implementation transparent. This approach ensures that while development is expedited, the power remains firmly in the hands of data engineers.
    HALL 2 - Tech Talks / Workshops

  • This talk draws from the paper "LLMs Will Always Hallucinate, and We Need to Live With This" and presents a critical analysis of hallucinations in large language models (LLMs), arguing that these phenomena are not occasional errors but inevitable byproducts of the models' underlying mathematical and logical structures. Leveraging insights from computational theory, including Gödel’s First Incompleteness Theorem and undecidability results like the Halting, Emptiness, and Acceptance Problems, the talk will demonstrate that hallucinations arise at every stage of the LLM process—from training data compilation to fact retrieval and text generation. By introducing the concept of Structural Hallucination, we assert that hallucinations cannot be entirely eliminated through architectural improvements, dataset refinement, or fact-checking mechanisms. Instead, this work challenges the prevailing belief that LLM hallucinations can be fully mitigated, proposing instead that we must adapt to and manage their inevitability as a structural characteristic of these systems.
    HALL 1 (Main) - Keynotes/Tech Talks

  • In today’s rapidly evolving digital landscape, organizations face immense pressure to modernize legacy systems and remain agile. Architectural Practices Driving Successful Digital Transformation: Key Strategies and Best Practices is a session designed for developers and architects looking to harness powerful architectural techniques to guide transformation efforts effectively. This talk will focus on how Domain-Driven Design (DDD) can address the biggest challenge in large enterprises: transforming legacy systems. Attendees will learn why DDD is crucial for structuring complex business domains and enabling sustainable modernization. Key topics include: 1. Improve Your Business with Domain-Driven Design: An exploration of why DDD is invaluable in tackling legacy system transformations, helping enterprises evolve by aligning software with business needs. 2. Map Your Business Landscape: A dive into Strategic DDD, where we’ll uncover techniques for collaboratively identifying domains and subdomains, ultimately creating a domain chart that captures your business's core functions. 3. Visualize Your Business as a Software Model: We’ll translate business needs into a tactical DDD model, showing how to create building blocks that represent your business in software, using domain models to connect business vision and software implementation. 4. DDD Modeling Process: This section outlines an iterative approach to DDD modeling, ensuring that developers and stakeholders refine models continuously as business needs evolve. 5. Design Artifacts: Key Deliverables: An overview of the essential artifacts architects need to produce during the DDD process, highlighting how these artifacts drive clarity, facilitate communication, and support project alignment. 6. High-Level Architecture Modernization Stages, Tools, and Techniques: We’ll break down the stages of legacy system modernization, discussing tools and techniques suitable for each phase to achieve effective and streamlined transformation. Join us to gain a practical understanding of these architectural practices, enabling your team to lead successful digital transformations by building systems that are both adaptable and robust.
    HALL 1 (Main) - Keynotes/Tech Talks

  • The emergence of Agentic AI is ushering in a new era in workplace transformation, as generative AI moves beyond traditional support roles to become fully autonomous digital workers capable of independently analyzing, generating insights, and making complex decisions. Unlike earlier AI systems that relied on direct human commands, Agentic AI operates with a high degree of autonomy, taking initiative in completing tasks and managing workflows with minimal intervention. This capability not only reduces the administrative burden on human teams but also enhances the speed and accuracy of data-driven decision-making, positioning organizations to be more agile and competitive. Studies highlight the profound impact of this transition. For instance, a recent survey found that nearly 80% of companies integrating AI agents have seen a 30% increase in operational efficiency and a 25% reduction in repetitive tasks. According to McKinsey, organizations adopting generative AI in customer service experience a 20-40% improvement in response times and customer satisfaction. Additionally, Gartner projects that by 2030, Agentic AI will handle nearly 50% of routine enterprise tasks, enabling companies to redeploy human resources toward creative and strategic functions. The implications are vast. From intelligent document processing to conversational AI assistants that streamline customer interactions, Agentic AI is changing the landscape of industries like finance, healthcare, retail, and beyond. This shift not only drives productivity but fosters a workplace environment where employees can focus on higher-value contributions, innovation, and problem-solving. With Agentic AI at the forefront, workplaces are poised to evolve into hubs of collaboration where AI and human capabilities seamlessly integrate, redefining what’s possible in the future of work. At Vodex, We have been at the forefront of this transformation, pioneering solutions that bridge the gap between human-centric workflows and intelligent automation. Our global impact lies in fostering seamless integration of Agentic AI, which not only empowers businesses to scale but also ensures ethical, adaptable, and resilient implementations that respect the human experience at work. Through tailored approaches and scalable frameworks, Vodex has established itself as a key player in reimagining the modern workplace with Agentic AI.
    HALL 2 - Tech Talks / Workshops

  • Day 3

    Feb 7, 2025

  • This workshop delves into the transformative applications of Large Language Models (LLMs) in the financial sector, showcasing their use in risk management, fraud detection, automated reporting, and personalized customer experiences. Participants will explore LLM architectures, real-world case studies, and hands-on techniques to fine-tune models for financial tasks. The session also addresses regulatory challenges, ethical considerations, and deployment best practices in this highly regulated industry. Ideal for data scientists and tech leaders, the workshop equips attendees with actionable insights and practical skills to harness LLMs, driving efficiency and innovation in financial workflows.
    HALL 2 - Tech Talks / Workshops

  • As developers, we constantly learn and find ways to resolve bugs in software through various methods. Initially, our sources of knowledge were books, peers, and college teachers. Over time, we turned to online trainers, platforms like Stack Overflow, and informative articles. As an online trainer (or YouTuber), I noticed that students often relied on us for guidance and problem-solving. However, with the advent of AI, students are now leveraging technology to resolve their issues and debug code independently. In this evolving landscape, I believe educators have an even greater role to play. Our focus should shift toward equipping students with the skills to effectively utilize AI tools while fostering a deeper understanding of the principles behind them.
    HALL 2 - Tech Talks / Workshops

  • Among a lot of noise and news around data & AI, it would be pragmatic to look at what are the real solutions for real people. At Chargeup, we created last-mile Mobility solutions for EV drivers using data captured through IOT, and urn analysis on Assets and People and thus created unique AI/ML models for last-mile EV drivers. Watch this space for listening to "Real Solutions for Real People Solving Real World Problems.
    HALL 2 - Tech Talks / Workshops

  • Artificial intelligence (AI) has transformed the gaming sector, therefore changing the scene of game creation and user experiences in quite remarkable ways. Supported by real-world examples and innovative technology pushing the frontier of what is feasible, this fascinating 25-minute talk will examine the several ways artificial intelligence is changing the gaming environment. First, we will look at how artificial intelligence generates lifelike, dynamic non-player characters (NPCs). Using the Nemesis System—where AI-driven NPCs remember player interactions, grow depending on those encounters, and provide individualized gaming experiences—games like Middle-earth: Shadow of Mordor This degree of character development lends hitherto unheard-of depth and player immersion. We will also go over how artificial intelligence algorithms in games such as Left 4 Dead change the intensity and timing depending on player performance, guaranteeing a fair and stimulating experience for all. AI in Procedural Content Generation: We will explore how AI helps create large, original gaming environments. For instance, No Man's Sky uses procedural creation to produce a complete universe with 18 quintillion planets, each with a different flora, fauna, and ecosystem. Driven by artificial intelligence, this method not only saves developers many hours but also maintains the exploring experience for gamers fresh and limitless. Moving forward, we will focus on how artificial intelligence (AI) improves gaming performance—more especially, by means of methods that maximize graphical authenticity and frame per second (FPS). Tools like NVIDIA's DLSS (Deep Learning Super Sampling) utilize AI to upscale lower-resolution photos in real-time, resulting in high-quality images without compromising FPS. Players can experience better performance and crisper images even on less capable hardware by rendering games at lower resolutions and effortlessly employing AI to upscale them. AI in graphics enhancement and upscaling is also changing the remastering of earlier titles. We will discuss how AI-driven upscaling methods have updated traditional games, thereby automatically improving graphics and resolutions. By allowing studios to revitalize classic films, this technology helps movies to be aesthetically acceptable for contemporary viewers without much physical work. Essential tools in game remastering now include AI-driven image reconstruction and texture augmentation. We will then discuss how Artificial Intelligence (AI) is influencing Virtual Reality (VR) gaming. Making engaging VR environments calls for artificial intelligence to instantly control intricate simulations and interactions. AI-driven systems, for example, forecast and maximize player movements, hence reducing motion sickness and improving virtual world realism. Furthermore, artificial intelligence enables virtual reality environments to replicate the physics and behavior of virtual objects, increasing their interactive and captivating nature. Games such as Half-Life: Alyx enhance the sense of presence and immersion by utilizing artificial intelligence to create intelligent and responsive NPCs that respond naturally to player actions. AI for Customized Player Experiences: We will also discuss how AI customizes experiences for unique players. Machine learning techniques analyze player behavior and preferences to create custom game material, quests, or difficulty levels. This guarantees a more intriguing and tailored experience, keeping gamers involved and entertained. Using artificial intelligence to examine real-world player data, titles like FIFA develop realistic motions and strategies for in-game sportsmen, therefore enhancing the general realism. At last, we will address how artificial intelligence simplifies game testing and development. Although testing games for flaws and performance problems is labor-intensive, artificial intelligence-driven bots can play games thousands of times, rapidly spotting problems and chances for optimization. By automating quality assurance using artificial intelligence, companies like Ubisoft speed up and more effectively create games while raising general game quality. Attendees will leave with a thorough awareness of how artificial intelligence technologies, including procedural generation, dynamic difficulty adjusting, real-time upscaling, and VR optimizations, are changing game production. Investigating these useful applications will help developers understand how to use artificial intelligence to produce more immersive, efficient, and customized gaming experiences, therefore generating fresh opportunities for gaming industry innovation. This enlarged overview covers artificial intelligence's effects on VR gaming, upscaling, and FPS, therefore providing MLDS 2025 with a complete and fascinating subject. Tell me whether this meets your needs or whether you would want to add anything additional.
    HALL 2 - Tech Talks / Workshops

  • Building scalable e-commerce infrastructure for Bharat’s billion-plus users involves designing systems that can efficiently handle immense user volume, diverse regional needs, and fluctuating demand. This requires a robust, flexible technology stack that supports high-performance operations, from real-time personalization and AI-driven recommendations to regional language support and optimized logistics. By focusing on affordability, accessibility, and the unique shopping behaviors of users in tier 2+ markets, e-commerce platforms can create a seamless experience that empowers India’s vast, diverse population. This approach not only ensures inclusivity but also drives sustained growth by meeting the specific requirements of Bharat’s rapidly expanding digital economy.
    HALL 1 (Main) - Keynotes/Tech Talks

  • This talk explores the transformative role of agentic AI in the finance sector, highlighting its impact on trading, risk management, fraud detection, and personalized financial services. We will discuss how AI systems analyze vast datasets to enhance decision-making and improve operational efficiency, while also addressing the ethical considerations and challenges posed by their deployment. As financial institutions increasingly rely on AI-driven solutions, understanding both the opportunities and risks is crucial for navigating this rapidly evolving landscape. Join us to discover how agentic AI is shaping the future of finance and what it means for businesses and consumers alike.
    HALL 2 - Tech Talks / Workshops

  • Data Science and Artificial Intelligence (AI) are at the forefront of technological innovation, driving significant advancements across various industries. These fields leverage vast amounts of data to uncover insights, automate processes, and create intelligent systems that can perform tasks traditionally requiring human intelligence.
    HALL 1 (Main) - Keynotes/Tech Talks

  • In this talk, I will provide an overview of quantum algorithms, focusing on key areas like Quantum Machine Learning (QML), Quantum Optimization (QO), and Quantum Simulation (QSim). I'll also introduce Bloq Quantum's role in simplifying quantum adoption and discuss the broader quantum software landscape. We'll explore the leading quantum cloud platforms, including AWS, Azure, GCP, and IBM, comparing their offerings and the impact of cloud on the future of quantum computing.
    HALL 2 - Tech Talks / Workshops


Agenda for MLDS 2025

generative ai

Emerging Technologies
Cloud Computing and DevOps
Web and Mobile Development
Security and Privacy

Agenda for MLDS 2025

Programming Languages and Paradigms
Software Architecture and Design
Data Science
AI
Collaboration and Open Source

Agenda for MLDS 2025

User Experience and Interface Design
Quantum Computing
Edge Computing
Blockchain
Augmented and Virtual Reality

Agenda for MLDS 2025

Internet of Things
Next-Gen User Interfaces

5G

What to expect

3 Tracks over 2 days –

  • Keynotes/ Tech talks (Hall 1)
  • Tech Talks/ workshops (Hall 2)
  • Paper Presentation (Hall 3)

Besides – Mentoring sessions, Hackathon, Awards, Exhibition, Live Coding, Competitions & a lot more

Grab your ticket for a unique experience of inspiration, meeting and networking with Top Developers in India

Book your tickets at the earliest. We have a hard stop at 1500 passes.

Note: Ticket Pricing to change at any time.

  • Regular Passes

    Available from 14th Dec 2024 till 15th Jan 2024
  • Access to all in-person tracks & workshops
  • Access the recorded sessions later
  • Access to in-person networking with attendees & speakers
  • Conference Lunch for 2 days
  • Group Discount available
  • 12000
  • Late Passes

    Available from 16th Jan 2025 onwards
  • Access to all in-person tracks & workshops
  • Access the recorded sessions later
  • Access to in-person networking with attendees & speakers
  • Conference Lunch for 2 days
  • No Group Discount Available
  • 15000

Our Past Sponsors

To know more details, write to info@aimmediahouse.com

40 under 40 data scientists awards

40Under40 is an attempt towards recognizing the leading data scientists in India who have successfully transformed data into meaningful insights.

2025 nominations are OPEN.

India's Biggest developers Conference

call for papers

MLDS will include additional programs for technical paper presentations.

The submissions for 2025 are open.

It’s been a bit late to post this but I have to say what an event it really was (Machine Learning Developers Summit’23), after COVID the first time this event happened without virtual meeting and the interaction was also amazing by Data Scientists & Machine learning engineers/ enthusiasts, thanks to AIM

Het Patel

IBM

Attended the brilliant and insightful #MLDS2023. The sessions, talks, presentations and workshops were engaging and knowledgeable, a very enriching experience.

Arijit Gayen

iMerit

Attending the Machine Learning Summit 2023 in Bangalore was an incredible opportunity for me to deepen my understanding of the latest advancements and trends in the field. The keynote speakers were inspiring and provided valuable insights, and I had the chance to network with many other professionals and experts in the industry. I am excited to apply what I have learned to my work and continue to stay ahead of the curve in the field of machine learning.

KIRTHIK A

KGiSL

Michelin is glad to be a part of the Machine Learning Developers Summit (MLDS) 2023 which concluded last week in Bangalore, India. The summit comprised of numerous keynote sessions by industry experts.

Michelin

“I believe that there will be far greater jobs on the other side of this, and that the jobs of today will get better”

~Sam Altman