Conf42 Machine Learning 2025 - Online

May 08 2025 - premiere 5PM GMT

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TRACKS:

agents ai analytics architecture automation business cloud culture data deep dive education fintech generative ai healthcare k8s llms ml rag security testing transformation

Track: agents

Speaking the Same Language: How Components Let AI (Finally) Understand You

Laly Bar-Ilan

Bit

Beyond Text Generation: The Rise of Agentic AI and Its Transformative Potential

Naman Goyal

Google DeepMind

Beyond Chatbots: How Amazon Bedrock Agents Drive Enterprise AI

Samuel Baruffi

AWS

AI Coding Agents and how to code them

Alex Shershebnev

Zencoder

Track: ai

AI’s Hidden History: Unpacking Bias, Power, and the Builders Who Shaped It

Lianne Potter

Compromising Positions

AI-Driven Transformation: Revolutionizing Operations with Intelligent Automation & Decision Support

Balakrishna Sudabathula

Delta Dental Ins.

AI-powered Productivity: Boosting Productivity for Software Engineers using Open-Source LLMs

Ayodele Samuel Adebayo

Hashnode

Beyond Barriers: AI-Powered Cognitive Support Systems Reshaping Digital Accessibility

Vignesh Kuppa Amarnath

MSRcosmos

Artificial Intelligence for Store Assistance: Exploring the Integration of AI and ML in Retail Environments

Hari Prasad Bomma

Risamsoft

Beyond the Hype: Implementing Robust AI Security for Enterprise Innovation

Chintan Udeshi

Palo Alto Networks

Demand Forecasting in Supply Chain Using Artificial Intelligence Basis Machine Learning

Jubin Thomas

Signet Jewelers

AI-Enhanced Fraud Detection: Transforming Financial Services with Real-Time Analytics and Machine Learning

Sudhakar Kandhikonda

Lord Abbett

Machine Learning

Avraam Tolmidis

Meta

AI-Powered Manufacturing: How Machine Learning is Transforming Pharmaceutical Operations and Careers

Sarita Santosh Dhage

Pune University

Track: analytics

Revolutionizing the Subscription Economy with Machine Learning: Adaptive Pricing and Predictive Analytics

Bala Srinivas Pillarisetty

DocuSign

AI-Driven Contract Rate Optimization: Enhancing Provider Negotiations and Reducing Payment Discrepancies

Uday Bag

Cognizant

Beyond Prediction: How Generative AI is Reshaping the Future of Smart Manufacturing

Kumar Nayan

University of Illinois, Urbana Champaign

Revolutionizing Predictive Analytics: Harnessing the Power of Neural Networks for Real-World Applications

Raghavender Puchhakayala

IEEE

Leveraging AI-Powered Predictive Analytics to Optimize Enterprise Database Performance

Solomon Chigurupati

Track: architecture

Architectural Challenges & Solutions for AI-Based Message Summarization in Enterprises

Swapnil Hemant Thorat

eBay

AI and ML for Centralized Patient Data Repositories: Architecture, Security, and Optimization

Vishal Kumar Jaiswal

Optum

Serverless AI: How Modern Architecture Slashed Costs and Doubled ML Model Deployment Speed

Tarun Kumar Chatterjee

Presidio

Real-Time Fraud Detection at Scale: An Advanced Architecture for Combating E-Commerce Review Manipulation

Satyanandam Kotha

JawaharLal Nehru Technological University

From Data to Diagnosis: Engineering AI-Powered Predictive Healthcare Systems

Darshan Patel

Fairleigh Dickinson University

Optimizing Enterprise Application Scalability and Agility with Micro-Frontend Architectures: A Case Study of ADP’s Client Engagement Hub

Nasir Sayed

Finra

Revolutionizing Pharmaceutical Operations: How API-Driven Architectures Deliver 60% Faster Time-to-Market

Rishi Nareshbhai Lad

ModernaTx

ML-Powered Search & Recommendation 101: From Core Concepts to Scalable Systems

Sergey Polyashov

Microsoft

Track: automation

AI-Powered Cognitive Retail Transformation: Enhancing Legacy Systems & Customer Engagement

Rajkumar Chindanuru

Tailored Brands

AI in Retail: Transforming Customer Experiences with Intelligent Automation

Mohit Mittal

NASCO LLP

Rethinking Test Automation: A Modern Approach to Managing Complexity and Enhancing ROI

Sujeeth Manchikanti

Capgemini

AI-Powered Integration Testing: Transforming Enterprise Reliability Through Adaptive Automation

Siva Yachamaneni

Quality Engineering Manager

Optimizing Data Pipelines with Azure Data Factory: Enhancing Efficiency and Reducing Maintenance Costs

Lokeshkumar Madabathula

Lead Data Scientist/Data Engineer at Webilent Technology Inc.

Track: business

Choosing the Right Architecture: Microservices vs. Monolith for Scalability and Efficiency

Asif Mehboob

Freeport

Transforming Business Efficiency: The Role of AI in SAP and ERP Systems

Venkata Kalyan Chakravarthy Mandavilli

ITEK Software

From Insights to Impact: Revolutionizing Customer Experience Through AI & Data Analytics

Mohan Krishna Mannava

Upwork

Optimizing High Availability & Disaster Recovery for Cloud SAP Systems: Strategies for Continuity

Naveen Karuturi

Pacific Gas and Electric Company

Architecting Intelligent Platforms: How Machine Learning Transforms Cloud Infrastructure for Business Value

Baba Prasad Pendyala

Walmart

Track: cloud

Behind the Ride: Uber's Cloud Architecture Powering Global Real-Time Matching

Varshini Choudary

Apple

Resource Management Innovation for AI Workloads in Cloud Computing: Challenges & Future

Shreya Gupta

University of Southern California

AI-Powered Cloud Security: Lessons from Enterprise CRM Implementations

Nagasruthi Kattula

Okta

Harnessing Digital Innovation for Environmental Protection: Enhancing Compliance and Sustainability with Advanced Platforms

Sneha Deepika Kalagarla

Cleveland State University

Leveraging Global HCM Systems for HR Digital Transformation: A Strategic Implementation Approach

Swetha Priya Sathiyam

ADP

Harnessing AI for Autonomous Threat Defense in Multi-Cloud Security

Pradeep Kurra

Trace3

Machine Learning at the Edge: Maximizing ROI Through Distributed Computing and Multi-Cloud Integration

Ravi Kumar Amaresam

Minisoft Technologies

Machine Learning in the DevSecOps Pipeline: Revolutionizing Predictive Security for Cloud-Native Applications

Srikanth Potla

Sofi

Blueprint for the Cloud: Building a Future-Ready Data Strategy

Raman Kapoor

UK Research and Innovation

Machine Learning as a Catalyst for Cloud-Native Digital Transformation

Tejaswi Katta

Logicgate Technologies Inc

AI-Driven Integration: Revolutionizing Data Management in Multi-Cloud Enterprise Environments

Prakash Vanga

Sriven technologies LLC

Enhancing Cloud Scalability and Fault Tolerance: Sharding Strategies for High Availability

Rahul Singh Thakur

Lead Member of Technical Staff at Salesforce

AI-Powered Zero-Touch Integration: Revolutionizing Legacy System Migration to Cloud Architectures

Narendra Chennupati

JNTU Hyderabad | India

Ethical AI in the Cloud Era: Balancing Performance with Responsibility

Vineel Muppa

ML-Powered Database Resilience: Predictive Analytics for 99.98% Oracle Cloud Availability

Sunil Yadav

University of Pune

From Reactive to Predictive: AI-Driven API Resilience in Cloud Ecosystems

Vamsi Krishna Munnangi

Walmart

AI-Powered Anomaly Detection in Cloud Data Pipelines: Revolutionizing Data Quality Management

Santosh Kumar Sana

Insightglobal LLC

Edge-Ready GenAI: Engineering Low-Latency Solutions for Resource-Constrained Environments

Sai KR Pentaparthi

ST Engineering iDirect, Inc.

Designing a Scalable Data Governance Framework for Multi-Tenant Cloud Contract Management

Kushal Shah

Fairleigh dickinson university

Building Resilient ML Cloud Integrations: A Practical Guide to Secure, Scalable, and Cross-Platform Architectures

Naga swetha kattula

snapchat

AI-Powered Cloud Automation – How AI and ML are transforming cloud operations and resource management.

Rahul Amte

Nivid Technologies

Track: culture

From Algorithms to Ethics: Building Responsible AI Systems for 21st Century Healthcare

Siva Teja Reddy Kandula

SC DHHS

Responsible AI with Amazon Bedrock Guardrails

Mohamed Najaaf

AWS

Ethics in AI: Balancing Personalization and Privacy in Recommendation Systems

Shashank Kapadia

Walmart

Beyond Algorithms: Building Trust in AI-Enhanced Public Sector Systems

Sanjiv Kumar Bhagat

Visvesvaraya Technological University

Track: data

AI-Driven Data Platforms: The Transition from Manual Management to Self-Optimizing Systems

Madhuri Koripalli

Microsoft

Machine Learning for Advanced AI Search

Sowjanya Pandruju

AWS

Bringing AI to the Edge: How ML is Powering the Future of IoT

Gayathri Jegan Mohan

Microsoft

Turning Data into Action: Front-End Analytics for Smarter Products and Engineering Growth

Raju Dandigam

Navan

Data Integration Mastery: How Tool Proficiency Drives Higher Career Outcomes in Modern Data Engineering

Sudhakar Guduri

Jawaharlal Nehru Technological University

Harnessing Microservices for Scalable, Fault-Tolerant ML Systems: Trends, Challenges & Best Practices

Abhishek Walia

Confluent

The Future of AI-Driven Database Performance Optimization: From Predictive Tuning to Autonomous Management

Ellavarasan Asokan

Capital One

Ethical Data Engineering: Addressing Privacy, Bias, and Fairness in AI Systems

Arun Vivek Supramanian

Amazon

Machine Learning for Smarter Expense Management: Transforming Financial Data into Strategic Insights

Vishal Gangarapu

Mizuho

Beyond Automation: How AI is Transforming Enterprise Data Pipelines with 85% Gains

Gopinath Govindarajan

Deloitte Consulting

5G Infrastructure Automation: Building the Foundation for Data-Driven Smart Cities

Anil Thimmapuram

The Harrisburg University of Science and Technology, USA

Beyond ETL: How AI Is Revolutionizing Data Engineering Workflows

Janardhan Kasireddy

Reveal Global Consulting

Track: deep dive

Intelligent Notification Systems at Scale: Combining Machine Learning with High-Performance Architecture

Ankita Kamat

Microsoft

The Limits of Imagination : An Open Source journey

Aroma Rodrigues

Microsoft

Fighting Harmful Content with AI: Scalable Moderation for Real-World Safety

Georgina Tryfou

Gcore

The Synergistic Impact of Artificial Intelligence on DevOps: Revolutionizing Software Development and Operations

Kowshik Sakinala

California State University Fullerton

AI-Driven Security as Code in Jenkins: Pioneering DevSecOps for 2025

Sarathe Krisshnan Jutoo Vijayaraghavan

CGI Technologies

Dynamic Rebranding in DITA: Scaling Content for Co-Branded Experiences

Rakesh Konda

RingCentral

Harnessing the Power of AI for Full-Stack Engineers

Kabir Ibriheem

Meltwater

Optimal Video Compression Using Pixel Shift Tracking

Hitesh Saai Mananchery

Expedia Group

Catalyzing Innovation and Partnership: How Salesforce’s Ecosystem Drives Collaborative Success

Sekhar Midathana

Northern Trust Corporation

Data Quality and Validation in ML Pipelines Great Expectations, Deequ, and TensorFlow Data Validation

Sunil Kumar Mudusu

Church Mutual Insurance Company

Revolutionizing Data Management: The Role of AI-Optimized Block Storage in Exponential Growth

Venkatachala Nivas Chainuru

California State University Northridge

Track: education

Artificial Intelligence: Empowering Students, Not Replacing Universities

Vahid Mohammadi

Universitio

Will an AI Decide My Future? – The Rise of Machine Learning in University Admissions

Atay Chyngyz

AI Researcher

Track: fintech

AI-Powered Customer Insights for Financial Services

Neha Thakur

AWS

AI Meets ML: Transforming Financial Decision Intelligence Through Advanced Neural Networks

Swapna Anugu

Manasi Information Technologies

LLM-Powered Banking Modernization: A Human-Centric Approach to Legacy Code Transformation

Sandeep Gourneni

Hitachi Digital Services

Advancing Financial Fraud Detection with Graph Databases: Innovations and Applications

Venkateswarlu Boggavarapu

JPMorganChase

Building High-Performance Financial Data Pipelines: Architecture for the Modern Market

Anandan Dhanaraj

BNY

Streamlining Financial Automation: Using SAP OpenText VIM, AI OCR, and RPA for Invoices

Ranadheer Reddy Charabuddi

Leveraging AI in Financial Marketing Compliance: Boosting Content Creation and Risk Management

Vijayakumar Jayaseelan

Cognizant

AI-Powered Middleware: Redefining Enterprise Integration with Intelligent Automation

Rajesh Vasa

ValueMomentum

Quantifying ROI: How AI Implementation Transformed Financial Services in 2025

Sampath Varanasi

Microsoft

From Data to Decisions: Leveraging AI & Digital Twins for Financial Risk & Asset Optimization

Nikhil Kassetty

Intuit

Transforming Legacy Banking Systems through Machine Learning - A Real-World Platform Modernization Story

Srinivas Allam

Core ITS

Revolutionizing Financial Systems: Using Cloud, AI, and Metadata for Scalable Cost Reduction

Srinivasa Rao Akyana

Track: generative ai

Harnessing the Power of Generative AI for Intelligent Applications

Shivali Naik

Snowflake

ML & GenAI for Vibe Marketing: Designing the Future of Audience Connection

Udipta Basumatari

Thravos.io

Securing Generative AI Workloads: A Framework for Safe and Scalable Enterprise Implementation

Kalyan Madicharla

AWS

Track: healthcare

Revolutionizing Healthcare Population Management: Using SMS Tech to Boost Engagement & Outcomes

Roja Perumandla

ZeOmega

High-Definition Flexible Endoscopy: Revolutionary Advances in Minimally Invasive Diagnostics and Treatment across Medical Specialties

Santosh Suresh

Johnson & Johnson

Machine Learning in Healthcare Mobile Applications: Transforming Patient Care Through Intelligent Systems

Kamal Gupta

Amazon

Transforming Population Health with Predictive BI, Risk Stratification & Geospatial Insights

Satya Manesh Veerapaneni

Dazzlon

From Data to Decision: How Multimodal AI Is Transforming Patient-Centered Healthcare

Hari Suresh Babu Gummadi

Frontier Internet

Revolutionizing Healthcare with Enterprise Architecture: Distributed Systems, Blockchain, and Security

Suresh Kumar Gundala

Karnataka State Open University

Overcoming Key Challenges in Value-Based Care through Cloud Solutions

Bandanawaz Mulla

Health Care Service Corporation

AI in Precision Medicine: Transforming Healthcare Through Data-Driven Intelligence

Peeyush Khandelwal

University of Rajasthan

Accelerating Healthcare Innovation: ML-Optimized Data Transfer for Next-Generation Medicine

BalaprabunathCR

CES USA

Track: k8s

Cloud-Native AI at Scale: Architectural Patterns for Enterprise Success

Bhaskar Goyal

Google

Harnessing Kubernetes for Scalable AI/ML Workloads: Insights from Tesla and OpenAI

Praneel Madabushini

NVIDIA

Transforming Supply Chain: Smart Logistics & Fleet Management through Event-Driven Microservices

Venkata Anil Kumar Nilisetty

Cognizant

Leveraging Azure Machine Learning for Advanced Document Management: Revolutionizing Efficiency, Compliance, and Automation

Harsha Vardhan Reddy Yeddula

Osmania University Hyderabad

Track: llms

Aggressive LLMs Optimization: Making Them Work on Tiny Devices

Max Navrotsky

VGS

Oleksandr Gordieiev

Lutsk National Technical University

Beyond BLEU and ROUGE — Modern Approaches to Evaluating LLMs and AI Systems

Alok Ranjan

Dropbox

Saurabh Suman

San José State University

The Hidden Security Risks of Large Language Models: Lessons from the OWASP Top 10 for LLMs

Iyanuoluwa Ajao

Fyyne

Converting Multi-Modality Inputs into Actions: Harnessing ML and AI Capabilities

Waseem Syed

Intuit

Track: ml

Fast Confidence Estimation for Classification and Regression models

Andrei Stroganov

Samsung Research

Andrei Visochan

Real-Time ML in Motion: Architecting Sub-Second Analytics Pipelines for Predictive Business Value

Sai Kaushik Ponnekanti

Meta

Machine Learning at the Edge: Securing Embedded Systems in Robotics and IoT

Victor Oriakhi

Sonae

ML-based Log Analysis for Faster Debugging – AI techniques for log pattern recognition and anomaly detection

Vijaybhasker Pagidoju

Data-Driven NLP: Quantifying the Revolution from Statistics to Generative AI

Shahzeb Akhtar

UnitedLex

Machine Learning for Wireless Networks: Advancing IEEE 802.11 Mobility and Security

Prasad Danekula

Edinburgh Napier University

Track: rag

Vector Embeddings and RAG Demystified

Veliswa Boya

AWS

Building Knowledge Graph RAG systems using Neo4j

Jayita Bhattacharyya

Deloitte

Track: security

Converging Networking and Security: A Comprehensive Approach for a Resilient Digital Future

Sharanya Prasad

Cisco

Zero Trust Security: From Perimeter Defense to Continuous Verification in the Modern Enterprise

Vaibhav Anil Vora

AWS

Beyond Perimeters: Implementing Zero Trust at Enterprise Scale

Naveen Kumar Birru

Palo Alto Networks

Harnessing Machine Learning to Combat E-commerce Fraud: Real-time Detection, Advanced Feature Engineering, and Scalable Systems

Surendra Lakkaraju

Amazon

Quantum Computing Encryption: Trends in Cybersecurity & the Race for Quantum-Safe Solutions

Vishnuvardhana Reddy Veeraballi

From Reactive to Predictive: AI-Powered Cybersecurity in the Age of Advanced Threats

Dinesh Rajasekharan

Amazon

AI at the Financial Frontier: Reimagining Risk Management for Modern FinTech

Deepu Komati

PenFed Credit Union

Edge Intelligence Revolution: Unlocking Enterprise Value with GPU-Accelerated AI at the Edge

Sai Prasad Mukala

Info Keys

Empowering Digital Transformation: Using Low-Code/No-Code Platforms to Speed Up Development

Balaji Bodicherla

T-Mobile

Beyond Compliance: Architecting Secure Distributed Healthcare Systems with 99.97% Availability

Sachin Telalwar

Zocdoc

Transforming Digital Identity with AI: Enabling Secure, Inclusive, Scalable Verification

Venkata Krishna Ramesh Kumar Koppireddy

UV Cyber

Bridging Legacy and Modern: Architectural Patterns for Oracle SOA Suite Integration with Cloud-Native Spring Boot Services

Vasipally Nagireddy

Creoal + SMX

Track: testing

Machine Learning Innovations in Hardware Verification for High-Speed Protocol Testing

Jena Abraham

Intel Corporation

Convergent Quality Engineering: Integrating Shift-Left and Shift-Right Testing for Enhanced Software Resilience

Jyotheeswara Reddy Gottam

Walmart Global Tech

Hallucination by Design: How Embedding Models Misunderstand Language

Ritesh Modi

Microsoft

Improving Large Language Model Performance: Scalable Evaluation & Advanced QA for Enterprise AI

Gaurav Bansal

Uttar Pradesh Technical University, India

Track: transformation

Hyper-Personalization: Using AI & Analytics to Fuel Digital Transformation & Growth

Lakshmi Narayana Gupta Koralla

Starbucks

Revolutionizing Industrial Maintenance: Leveraging IoT and Acoustic Analysis for Predictive Solutions

Karthikeyan Rajamani

Thomson Reuters

Driving Sustainability: Environmental Benefits of Efficient Power Moding in Vehicle Software

Ravinder Katla

Advanced infotainment systems integration engineer

Modernizing Legacy Systems: Achieving Innovation and Stability for Future-Ready Enterprises

Sasidhar Reddy Somula

Accenture

The AI-Human Partnership: Transforming Professional Messaging Platforms for the Future

Gagan Shah

Intuit

AI-Powered CRM in Policing: Innovation and Surveillance

Chiranjeevi Dubaguntla

PruTech Solutions

AI-Powered Startup Toolkit for a Product Designer

Nikita Poloznikov

Jazari

Building Scalable, Secure & Smart Travel Tech: Solving Complex Modern Platform

Shinu Pushpan

Expedia Group

Driving Digital Transformation in Insurance with SAP and Machine Learning: A Leadership Perspective

Satish Puram

Deloitte

Reinventing Event Photography: How AWS AI and Serverless Transform Community Moments

Dmytro Hlotenko

APA-IT Informations Technologie GmbH

Unpacking Behavioral Drivers of Autonomous Vehicle Adoption: A Meta-Analysis on Public Acceptance

Govardhan Reddy Kothinti

Aptiv

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