Conf42 Python 2025

Read the abstract ➤ https://www.conf42.com/Python_2025_Aby_M_Joseph_Jayalekshmi_K_S_graphql_microservices_fastapi Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Welcome 00:08 Overview of GraphQL and FastAPI 01:33 Understanding GraphQL 02:27 Challenges with REST APIs 04:56 How GraphQL Solves REST API Issues 07:12 GraphQL Operations: Queries, Mutations, and Subscriptions 10:06 GraphQL Schema Explained 12:03 GraphQL vs REST API: A Burger Analogy 13:51 GraphQL Python Ecosystem 15:08 Introduction to FastAPI 16:14 Core Components of FastAPI 17:40 Features of FastAPI 19:47 Integrating FastAPI with GraphQL 23:52 GraphQL Federation 25:59 Conclusion and Wrap-Up

Read the abstract ➤ https://www.conf42.com/Python_2025_Eti_Ijeoma_python_dunder_methods Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Python's Dunder Methods 00:25 Understanding Dunder Methods 01:15 Practical Examples of Dunder Methods 03:46 Implementing Custom Dunder Methods 05:26 Advanced Dunder Methods 14:40 Best Practices for Using Dunder Methods 17:45 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Parul_Gupta_ai_ml_prototyping Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Accelerating AI Lifecycle 00:18 Meet the Speaker: Pari Gupta 00:43 Understanding the AI Lifecycle 02:14 ML Prototyping Tools: Jupyter Notebooks and Conda 04:12 Meta's Innovations in ML Prototyping 08:36 Combining Tools for Enhanced AI Development 09:03 Conclusion and Resources

Read the abstract ➤ https://www.conf42.com/Python_2025_Anna_Gutowska_ai_agents_customizing Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI Agents 00:59 Understanding AI Agents 02:27 Stages of AI Agent Processes 03:27 LangChain and LangGraph Overview 04:36 Real-World Applications of AI Agents 07:29 Multi-Agent Systems 10:08 Challenges and Considerations 10:41 Why AI Agents Matter 13:01 Demo: Building an AI Agent with LangGraph 13:40 Setting Up the Environment 18:18 Implementing Tool Calling 19:19 Creating and Testing the React Agent 23:44 Conclusion and Recap

Read the abstract ➤ https://www.conf42.com/Python_2025_Mounika_Ponugoti_device_security_attack Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Embedded Device Security 00:09 Importance and Vulnerabilities of Embedded Devices 00:42 Common Security Threats and Exploits 01:51 Core Security Practices and Mechanisms 03:17 Advanced Security Measures 05:21 Proactive Measures and Regular Updates 06:25 Balancing Security, Performance, and Cost 08:47 Summary and Key Takeaways 09:39 Conclusion and Next Steps

Read the abstract ➤ https://www.conf42.com/Python_2025_Himaja_Sabbineni_performance_cloud_architecture Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Scalable Cloud Architectures and APIs 01:02 Understanding Scalability and Distributed Computing 02:16 Exploring Cloud Elasticity 03:59 The Role of APIs in Modern Systems 05:50 Real-World Applications and Industry Impact 07:04 Data-Driven Decision Making with APIs 08:16 Future of Cloud Technologies and APIs 08:49 Operational Excellence through Cloud and APIs 09:51 Case Studies and Practical Examples 11:09 Conclusion and Actionable Insights

Read the abstract ➤ https://www.conf42.com/Python_2025_Dmitriy_Volkov_packaging_busy_people Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Python Packaging 00:19 Background and Experience 01:00 Key Takeaway: Use UV 01:07 Understanding Python Dependencies 02:26 Reproducibility in Python Projects 03:14 Challenges with Pip and Piptools 04:24 Issues with Poetry 05:22 Conda and CondaLock 06:32 Praise for UV and Pixie 07:38 Conclusion and Final Tips

Read the abstract ➤ https://www.conf42.com/Python_2025_Kowsick_Venkatachalapathi_workflow_automation_ml Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Workflow Automation 00:20 Traditional vs. AI-Powered Automation 02:01 Benefits of AI-Driven Automation 02:41 Real-World Applications of AI and ML 04:03 Advanced AI Techniques in Workflow Automation 04:47 Future of Workflow Automation 05:47 Implementing AI and ML in Workflows 07:07 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Shubham_Singh_ai_code_review Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI in Code Review 01:05 The Importance of AI Code Review 01:54 How AI Enhances Code Review 03:23 Components of AI Code Review 06:46 Advantages of AI Code Review 08:15 Limitations and Concerns of AI Code Review 09:46 AI and Human Collaboration 11:33 Future of AI in Code Review 12:21 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Sunny_Guntuka_trading_algorithmic_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI in Algorithmic Trading 01:10 The Power of Reinforcement Learning 02:03 Deep Learning and LSTMs in Trading 02:42 Sentiment Analysis in Financial Markets 03:22 Challenges in AI Trading 04:18 Emerging Technologies and the Future of AI Trading 04:59 Infrastructure for Effective AI Trading 05:41 The Future for AI Developers in Finance 06:24 Conclusion: Embracing the Future of AI Trading

Read the abstract ➤ https://www.conf42.com/Python_2025_Naga_Praneeth_Yerram_Vaishnav_Yerram_communications_ai_automation Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI in Unified Communications 00:24 AI-Powered Call Routing 01:04 Voice Recognition and Real-Time Transcription 01:47 AI-Driven Virtual Assistants 02:25 AI in Unified Communications: A New Era 02:58 Core Benefits of AI in Unified Communications 03:47 Real-World Use Cases of AI 04:31 Implementation Strategies for AI 05:20 Future Trends in AI and Unified Communications 05:58 Conclusion and Closing Remarks

Read the abstract ➤ https://www.conf42.com/Python_2025_Vedant_Agarwal_personalization_neural_ranking Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Session Overview 01:26 Challenges in Real-Time Personalization 03:08 Strategies to Improve Accuracy 04:47 Semantic Search and Transformer Models 08:03 Performance Optimization Techniques 12:40 Boosting User Engagement 14:41 Embedding-Based Strategies 16:40 Dynamic Feature Pipelines 18:28 Scalable Systems for Real-Time Personalization 19:45 The Importance of Innovation 21:15 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Sourabh_Gawande_ai_applications_practical Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI Application Development 01:03 Understanding LLM Inconsistencies 05:35 Implementing Retries and Timeouts 10:47 Handling Structured Outputs 15:44 Streaming Responses for Better UX 21:26 Using Background Jobs for Long Tasks 29:45 Evaluating Prompts with Evals 32:35 Overview of Foundational Models 38:57 Conclusion and Contact Information

Read the abstract ➤ https://www.conf42.com/Python_2025_Craig_West_agentic_ai_django Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:27 Understanding AI Agents 02:18 Demystifying AI Agents with Python 04:13 Setting Up REST API Calls 05:18 Building the First AI Agent 09:11 Advanced Prompt Engineering 16:41 Creating a FAQ Chatbot 20:26 Developing a Report Selection Agent 22:51 Introduction to AI Agents and Contextual System Messages 24:25 Defining and Using Tools in AI Agents 25:54 Tool Use Examples and Message Flow 30:33 Exploring AI Agent Patterns 31:26 Reflection Pattern in AI Agents 35:20 Planning and Tool Calling in AI Agents 40:10 Manual Execution of Planning Agent 45:15 Frameworks and Libraries for AI Agents 46:55 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Jan_Van_Wassenhove_code_music_electronic Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:23 Meet the Speaker: Jan van Wassenhoven 01:50 Introduction to MusicAgent 02:48 Creating a Song with MusicAgent 05:16 Technical Challenges and Solutions 06:58 MusicAgent Workflow 12:55 Configuration and Setup 16:42 Live Demo: Creating a Song 25:53 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Justin_Dearing_docker_windows_devcontainers Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Docker Setup on Windows 00:38 Prerequisites for Docker Setup 01:00 Setting Up Dev Containers in Visual Studio Code 03:12 Installing Docker Community Edition 05:37 Configuring Docker on Windows 07:25 Exploring Podman as an Alternative 09:30 Rancher Desktop and Other Alternatives 10:41 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Sravan_Kumar_Nendrambaka_transformation_enterprise_sap Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:05 Evolution of SAP Enterprise Solutions 02:01 SAP S4 HANA Architecture 03:08 Integration Framework 03:58 Deployment Flexibility 04:59 SAP BTP Technical Infrastructure 07:00 Industry Specific Applications 09:52 Business Intelligence and Analytical Capabilities 11:41 Commercial Models 13:17 Future Trends and Developments 14:13 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Harikrishna_Madathala_migration_onpremises_azure Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to the Python 2025 Conference 00:45 Overview of Cloud Adoption and Azure 01:29 Benefits of Migrating to Azure 02:46 Pre-Migration Considerations 04:27 Core Principles of Cloud Architecture 06:03 Azure Migration Approaches 08:01 Post-Migration Optimization and Management 09:43 Leveraging Automation for Migration 10:30 Cloud Adoption Framework for Migration 11:40 Conclusion and Future Directions

Read the abstract ➤ https://www.conf42.com/Python_2025_Daniel_Emakporuena_data_analysis_streamlit Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Background 00:21 Introducing DataSense 00:43 Challenges with Existing Tools 02:31 Key Features of DataSense 04:29 Live Demo: Uploading and Analyzing Data 07:36 Creating Visualizations 13:39 Exploratory Data Analysis 16:24 Technical Overview and Code Walkthrough 23:34 Lessons Learned and Future Enhancements 25:05 Conclusion and Acknowledgements 00:21 Introduction to DataSense 00:43 Challenges with Existing Tools 01:23 Creating DataSense: The Solution 03:25 Key Features of DataSense 04:29 Live Demo: Uploading and Analyzing Data 07:36 Interactive Dashboards with Plotly 13:39 Exploratory Data Analysis 16:24 Behind the Scenes: Code Walkthrough 23:34 Lessons Learned and Future Enhancements 25:05 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Tim_Spann_vector_databases_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Unlocking Data with Python 01:32 Overview of Data Types 01:48 Exploring Semi-Structured Data 03:00 Working with Unstructured Data 03:47 Structured Data and Iceberg 04:30 Deep Dive into Iceberg Features 07:47 Introduction to Snowpark and Python 09:54 Apache NiFi and Python Integration 10:32 NiFi Processors and Use Cases 16:11 Live Demos and Practical Applications 23:24 Conclusion and Resources

Read the abstract ➤ https://www.conf42.com/Python_2025_Ashok_Jonnalagadda_ai_datacenters_operations Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI in Data Centers 00:13 Predictive Maintenance and Early Warning Systems 00:20 Continuous Performance Monitoring 00:49 Resource Optimization and Latency Reduction 01:38 Energy Management and Cooling Efficiency 02:05 Security Enhancements and Threat Detection 02:34 Capacity Planning and Demand Forecasting 03:15 Cost Savings and ROI 03:47 Integration Challenges and Practical Insights 04:15 Case Studies: Real-World Implementations 05:10 Future Roadmap for AI Adoption 05:19 Conclusion and Q&A

Read the abstract ➤ https://www.conf42.com/Python_2025_Dileesh_Chandra_Bikkasani_network_performance_automation Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Network Performance and Automation 00:26 Challenges in Modern Networks 02:57 Role of Automation in Network Performance 04:50 Introduction to Apache Airflow 05:49 Key Features of Apache Airflow 08:25 Use Cases of Apache Airflow in Network Operations 15:13 Setting Up Apache Airflow 15:49 Demo: Running Apache Airflow with Docker 17:17 Exploring Apache Airflow UI 22:16 Conclusion and Q&A

Read the abstract ➤ https://www.conf42.com/Python_2025_Guy_Hardonag_file_systems_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to LakeFS and Data Management 00:16 Transitioning Data Workflows to the Cloud 02:54 Challenges and Solutions in Cloud Integration 04:19 Introduction to FSSpec 09:19 Implementing FSSpec for LakeFS 12:24 Practical Demonstration with LakeFS and FSSpec 17:18 Conclusion and Q&A

Read the abstract ➤ https://www.conf42.com/Python_2025_Hariharan_Ragothaman_cpp_python_workloads Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:33 Overview of Talk Structure 01:07 Understanding the Problem Statement 01:47 Comparing Python and C 05:37 Setting Up Your Environment 06:22 Introduction to Boost Python and PyBind11 07:02 Code Examples and Demonstrations 11:04 Advanced Topics and Performance Considerations 13:47 Dynamic Binding with cppyy 14:51 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Shashank_Reddy_Beeravelly_data_quality_management Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:45 Challenges in Data Quality 01:52 AI Solutions for Data Quality 03:00 AI in Financial Services 04:15 AI in Manufacturing 05:19 Best Practices for Data Quality Initiatives 06:32 AI Enhancing Business Intelligence 07:44 AI in Customer Intelligence 08:43 Operational Performance Optimization 09:43 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Bharath_Gaddam_data_warehousing_scale Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Data Warehousing for Financial Reporting 02:08 Evolution of Data Warehousing in Financial Sector 03:21 Modern Data Warehousing Architectures 04:20 Core Components of Financial Data Warehouses 05:56 Business Intelligence and Real-Time Reporting 08:20 Compliance and Data Governance 11:01 Designing Financial Data Warehouses 13:41 Implementation Framework for Financial Data Warehouses 18:47 Benefits and Limitations of Financial Data Warehouses 21:21 Future Trends in Data Warehousing 23:52 Conclusion and Future Research Directions

Read the abstract ➤ https://www.conf42.com/Python_2025_Liv_McFarlin_python_ux_innovation Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:18 The Value of Python in UX Teams 03:47 Design: Prototyping with Python 13:47 Research: Enhancing UX with Python 24:51 Collaboration: Python for Better Access to Information 31:30 Conclusion and Key Takeaways

Read the abstract ➤ https://www.conf42.com/Python_2025_Iyanuoluwa_Ajao_python_concurrency_patterns Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:25 Understanding Concurrency 01:42 Concurrency vs Parallelism 03:08 When to Use Concurrency and Parallelism 04:25 Synchronous Execution 05:41 Introduction to Threading 07:25 AsyncIO for Concurrency 08:46 Parallelism with Multiprocessing 09:50 Choosing Between Threading and AsyncIO 11:28 Conclusion and Summary

Read the abstract ➤ https://www.conf42.com/Python_2025_Shannon_Lal_image_search_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:28 Overview of Design Strike 02:15 Demo of Design Strike's Capabilities 03:52 Technical Deep Dive: Image Search 11:29 Vector Embeddings Explained 18:05 Hybrid Search Implementation 21:11 Optimizing Search Results 25:52 Conclusion and Next Steps

Read the abstract ➤ https://www.conf42.com/Python_2025_Srinivasa_Rao_Bittla_software_testing_qa Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Disclaimer 00:13 Agenda Overview 01:03 Traditional Software Testing Methods 02:49 Challenges in Traditional Testing 04:01 Introduction to AI and ML in Testing 05:14 Comparing Traditional and AI-Driven Testing 06:40 Enhancing Testing with AI and ML 08:15 Dynamic Test Strategy Generation with AI 12:31 Automated Test Case Generation with AI 19:20 ML Models for BDD and Automated Testing 23:56 Predictive Analysis in Testing 27:02 AI and ML in Mobile App Testing 32:46 Tools and Technologies in AI and ML Testing 33:22 Implementing AI and ML in QA 34:07 Challenges in Adopting AI and ML for Testing 35:59 Future of QA with AI and ML 37:01 Key Takeaways and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Rao_Marapatla_data_warehouses_nonprofits Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:49 Understanding Enterprise Data Warehousing 01:31 Benefits for Nonprofits 02:07 Unlocking Data Potential 04:05 Core Technical Capabilities 08:55 Data Integration Importance 14:22 Building a Robust Data Warehouse 17:51 Data Quality and Modeling 20:02 Data Analysis and Visualization 22:55 Transforming Operations 23:38 Case Studies and Real-World Examples 25:09 Building a Data-Driven Future 27:05 Challenges and Next Steps 32:56 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Gokul_Balaguruswamy_Naidu_iot_data_architectures Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to IoT Data Management 01:22 Scalable Architectures for IoT 01:49 Real-Time Data Processing 02:38 Data Pipelines and Storage 03:53 Security in IoT Data Management 06:28 Intelligent Architectures with Python 09:18 Python's Advantages for IoT 10:23 Future of IoT Data Management 11:26 Case Study: Smart City 14:40 Case Study: Industrial Automation 17:49 Key Takeaways 20:05 Actionable Next Steps 25:58 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Kartheek_Medhavi_Penagamuri_Shriram_devops_efficiency_tools Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI Assisted Development 01:01 The Impact of AI on Software Development 01:33 AI Coding Assistants: Transforming Development 03:16 Smart Package Management and Security 04:39 AI in Quality Assurance and Deployment 06:18 AI in DevOps and Automation 07:44 Essential Skills for AI Integration 09:03 AI Powered Code Embeddings 10:47 Retrieval Augmented Generation (RAG) 12:31 Maximizing AI Tool Efficiency 13:52 AI's Broader Impact on Industries 15:01 Ethical Considerations in AI Development 17:16 Evolving Role of Developers with AI 18:35 Conclusion: The Future of AI in Development

Read the abstract ➤ https://www.conf42.com/Python_2025_Sushil_Prabhu_Prabhakaran_python_cloud_scaling Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Military Digital Transformation 00:38 Power of AI and Cloud Integration 01:56 Transforming Military Operations 03:11 Revolutionizing Military Training 04:00 Synergy of Integrated Systems 05:14 Real-World Case Studies 06:34 Addressing Challenges and Ethical Considerations 07:21 Future of Military Digital Transformation 09:02 Key Takeaways and Next Steps 10:16 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Narendra_Bhargav_Boggarapu_fraud_python_transactions Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Cloud-Based Fraud Detection 00:37 Evolution of Fraud Detection Systems 01:31 The Power of Machine Learning 02:15 Real-Time Risk Assessment and Response 03:52 Case Study: Fortune 100 Credit Card Provider 04:37 Ensuring Data Security 05:26 Measurable Benefits and ROI 06:14 The Future of Fraud Prevention 06:59 Key Takeaways and Next Steps 08:31 Q&A Session

Read the abstract ➤ https://www.conf42.com/Python_2025_Aditya_Singh_precision_metrics_framework Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:22 The Challenge with Traditional Metrics 00:41 Understanding Position Bias 02:28 Mathematical Models for Better Metrics 06:18 User Attention and Engagement Analysis 15:18 Mitigating Position Bias 16:32 Cross-Format Interaction Insights 18:43 Implementation and Results 21:51 Future Directions and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Chakradhar_Sunkesula_cloud_security_defense Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Cloud Security Innovation 01:22 The Rise of Cloud Computing 01:58 Challenges in Cloud Security 02:45 Introducing the Multi-Layered Cloud Security Framework 03:08 Core Components of the Framework 04:50 Network Security Architecture 06:34 Advanced Authentication Mechanisms 08:06 Dynamic Authorization Controls 09:42 Robust API Security 11:17 Threat Detection and Prevention 13:01 Ensuring System Resilience 14:33 Financial Impact and Cost Savings 16:03 Conclusion and Future Directions

Read the abstract ➤ https://www.conf42.com/Python_2025_Lurduma_Reddy_Thirumala_Reddy_hana_availability_pacemaker Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:17 Importance of High Availability in SAP HANA 01:07 Three Pillars of SAP HANA High Availability 01:54 Advanced Features for Achieving 99% Uptime 02:58 Real-World Success Stories and Testing Frameworks 03:43 Maximizing Performance with Scale-Up and Scale-Out 04:35 Leveraging Active Read-Enabled Configurations 05:12 Implementing Foolproof Takeover Decision Frameworks 06:18 Architecting for Scalability and Future Growth 07:18 Securing Your High Availability Architecture 08:06 Monitoring and Maintaining Optimal Performance 08:53 Key Takeaways and Next Steps

Read the abstract ➤ https://www.conf42.com/Python_2025_Avinash_Mavireddi_healthcare_security_resilience Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Healthcare Data Integration 00:28 The Growth of Healthcare Cloud Computing 01:13 Challenges in Healthcare Data Management 02:09 Cybersecurity in Healthcare 03:12 Compliance Requirements in Healthcare 04:55 Modern Solutions for Data Management 05:52 Innovations in Cybersecurity 06:51 Regulatory Compliance and Risk Mitigation 07:37 Emerging Trends in Healthcare Technology 08:34 Strategies for Successful Implementation 09:38 Conclusion and Call to Action

Read the abstract ➤ https://www.conf42.com/Python_2025_Veda_Swaroop_Meduri_ai_healthcare_analytics Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to AI in Healthcare 00:06 Market Valuation and Overview 00:37 Diagnostic Enhancements with AI 01:21 Predictive Analytics in Healthcare 02:07 Processing Medical Data 02:49 AI in Medical Imaging 03:26 Outcome Prediction and Implementation Challenges 04:26 Ethical Considerations in AI 05:09 Future of AI in Healthcare 06:10 Key Takeaways and Next Steps 08:50 Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Vamsi_Upputuri_drug_development_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Statistical Programming in Drug Development 01:07 The Evolution of Statistical Programming Tools 02:08 Role of Statistical Programming in Clinical Trials 04:38 Ensuring Regulatory Compliance 05:45 Leveraging Innovative Technologies 07:00 Case Studies: Successes and Challenges 08:30 Best Practices for Statistical Programming 09:27 Future Directions in Statistical Programming 11:20 Conclusion and Future Outlook

Read the abstract ➤ https://www.conf42.com/Python_2025_Siddharth_Pratap_Singh_search_vector_semantic Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Vector Search 00:28 Evolution of Search Technologies 01:15 Mechanics of Vector Search 01:55 Neural Networks and Index Structures 02:59 Implementation Architecture 04:37 Domain-Specific Applications 06:09 Impact on Various Industries 09:17 Future of Vector Search 10:19 Conclusion and Thank You

Read the abstract ➤ https://www.conf42.com/Python_2025_Sourav_Saha_firedricks_dataframe_jit Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:38 Speaker Background and Experience 01:13 Motivation Behind FireDucks 02:34 Challenges with Pandas 04:37 Best Practices for Data Processing 14:35 Introduction to FireDucks 20:33 FireDucks Demo and Usage 26:24 Optimization Features of FireDucks 36:39 Benchmarking FireDucks 40:15 Conclusion and Resources

Read the abstract ➤ https://www.conf42.com/Python_2025_Amarnath_Immadisetty_python_analytics_realtime Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Session Overview 01:47 Understanding Customer Expectations 03:38 Data Collection and Processing 05:54 Real-World Use Cases 08:53 Building a Real-Time Framework 11:23 Technology and Tools 16:44 Scalability and Performance 18:53 Future of Customer Experience 20:21 Key Takeaways and Next Steps 22:43 Conclusion and Contact Information

Read the abstract ➤ https://www.conf42.com/Python_2025_Gopikrishna_Yeturi_sap_migration_performance Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:49 Understanding SAP BW Landscape 00:59 Comprehensive Assessment of SAP Data Ecosystem 01:24 Dependencies and Integration 01:53 Leveraging AWS for Migration 02:11 AWS Migration Hub 02:31 AWS Server Migration Service 02:51 AWS Database Migration Service 03:16 Data Storage Options 03:50 AWS Direct Connect 04:18 Enhancing Performance in AWS 04:36 Optimizing EC2 Instances 04:57 Ensuring Scalability and Reliability 05:48 Optimizing SAP BW for Cloud Performance 06:32 Post-Migration Testing 07:55 Embracing AWS for SAP BW 08:40 Key Takeaways and Actionable Insights 09:35 Next Steps and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Jaspreet_Kumar_python_performance_optimization Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Mobile App Performance Optimization 00:50 App Size Optimization Techniques 02:06 Lazy Loading for Faster Initial Load Times 03:01 Data Caching and Network Optimization 03:58 Efficient Data Storage Solutions 04:50 Asynchronous UI Processing 05:41 Performance Monitoring and Diagnostics 06:50 Predictive AI and A/B Testing 09:01 User Feedback and Continuous Improvement 10:17 Key Takeaways and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Sairam_Durgaraju_fido2_webauthn Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to Passwordless Authentication 00:17 Why Passwordless? 01:37 Understanding FIDO2 and WebAuthn 02:22 How WebAuthn Works 03:40 Setting Up FIDO2 WebAuthn with Python 05:00 Testing and Troubleshooting 08:16 Best Practices and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Chirag_Gajiwala_ai_python_cybersecurity Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:45 Deep Learning and Python Packages 01:05 Reinforcement Learning and Superhuman Capabilities 02:32 Generative Models: GANs vs VAEs 04:26 AI in Cybersecurity 06:55 Graph Neural Networks in Cybersecurity 08:09 Future of AI in Cybersecurity 09:17 Ethical Considerations in AI 10:26 Recurrent Neural Networks and Anomaly Detection 12:44 Transformer-Based Models and Time GPT 14:22 Python with Spark Integration 19:21 AI and Security Convergence 20:43 Key Takeaways and Conclusion

Read the abstract ➤ https://www.conf42.com/Python_2025_Sandeep_Batchu_secure_cloud_applications Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:20 The Growing Importance of Cloud Security 00:32 Challenges in Cloud Security 01:09 Zero Trust Architecture 02:01 Identity and Access Management (IAM) 03:09 Leveraging AI and ML for Threat Detection 04:02 Emerging Technologies in Cloud Security 06:20 Serverless Security Models 07:26 Continuous Compliance Automation 08:30 Conclusion and Future Outlook

Read the abstract ➤ https://www.conf42.com/Python_2025_Ajay_Krishnan_Prabhakaran_sms_spam_python Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction to SMS Spam Detection 00:41 The Rise of SMS Spam 01:04 Developing a Spam Detection System 03:58 Data Collection and Labeling 05:01 Text Preprocessing Techniques 06:11 Feature Extraction Methods 08:27 Machine Learning Algorithms for Spam Detection 09:41 Model Training and Evaluation 10:46 Performance Metrics 11:55 Continuous Improvement and Adaptation 13:02 Exploring Advanced Techniques 14:07 Conclusion and Future Directions

Read the abstract ➤ https://www.conf42.com/Python_2025_Ravi_Chandra_Chinta_loan_mobile_portal Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:28 Identifying the Need for Change 01:00 Crafting a Seamless Digital Experience 01:48 Measuring Success 02:22 Design Principles and Technologies 03:04 Lessons Learned 03:38 Future Innovations 04:21 The Power of a Modern Approach 04:59 Transforming the Lending Landscape 05:36 Next Steps and Key Takeaways 06:16 Conclusion and Call to Action

Read the abstract ➤ https://www.conf42.com/Python_2025_Vinod_Upputuri_fraud_ml_numpy Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 00:10 The Importance of AI in Fraud Detection 01:02 Approaches to AI-Powered Fraud Detection 02:51 Real-Time Fraud Prevention Techniques 04:48 Use Cases of AI in Fraud Prevention 07:35 Implementation Roadmap for AI Systems 09:34 Benefits of AI-Powered Fraud Detection 12:12 Challenges and Considerations 14:34 Future of AI in Fraud Detection 16:44 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Python_2025_Srimaan_Yarram_test_automation_qualitydriven Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Speaker Background 01:21 Agenda Overview 02:38 Understanding DevSecOps 04:00 Role of Python in DevSecOps 05:52 Leveraging AI in DevSecOps 08:23 Tool-Based Approach in DevSecOps 12:01 Deep Dive into Static Analysis Tools 19:20 Secret Detection in Code Review Phase 22:14 AI Integration for Code Fixes 23:49 Challenges in Dependency Management 25:05 AI Solutions for Dependency Management 31:31 Functional Testing with AI 33:20 Security Testing with AI 40:59 Best Practices for AI-Driven DevSecOps 43:23 Future of AI in DevSecOps