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talks

A collection of my technical talks across conferences and meetups, slide decks and recordings.

# Date Event Title Slide Deck Recording Description
1 2024-07-06 Bengaluru Streams Meetup Batch to Near-Realtime: Inspired by a Real Production Incident View Slides Watch Recording Insights into transitioning from batch to real-time processing.
2 2024-02-03 MyDBOps Open Source Database Meetup Navigating Transactions: ACID Complexity in Modern Databases View Slides Watch Recording Understanding ACID properties in contemporary databases.
3 2023-12-06 Druid Summit 2023 Changing Druid Ingestion from 3 Hours to 5 Minutes View Slides Watch Recording Optimizing Druid ingestion processes.
4 Pulsar Summit Asia 2022 Streaming Wars: How Apache Pulsar is Acing the Battle View Slides Watch Recording Exploring Apache Pulsar's role in the streaming ecosystem.
5 Pulsar Summit Asia 2021 Designing Pulsar for Isolation View Slides Watch Recording Strategies for isolating workloads in Apache Pulsar.
6 ApacheCon 2021 Structured Data Streaming with Apache Pulsar View Slides Watch Recording Leveraging Apache Pulsar for structured data streaming.
7 ApacheCon 2021 Apache BookKeeper Key-Value Store and Use Cases View Slides Watch Recording Insights into Apache BookKeeper's key-value store capabilities.
8 Pulsar NA Summit 2021 How Pulsar Stores Data View Slides Watch Recording Understanding Apache Pulsar's data storage mechanisms.
9 Pulsar Summit Asia Running a Secure Pulsar Cluster View Slides Watch Recording Best practices for securing Apache Pulsar deployments.
10 Pulsar Summit Asia Lessons from Managing a Pulsar Cluster View Slides Watch Recording Experiences and lessons learned from managing Apache Pulsar clusters.
11 FOSSASIA 2015 MySQL Group Replication View Slides N/A Deep dive into MySQL's group replication features.
12 Open Source India 2014 MySQL High Availability with Replication New Features View Slides N/A Exploring new features in MySQL replication for high availability.
13 MySQL Developer Day Conference MySQL Replication and Scalability View Slides N/A Strategies for scaling MySQL using replication techniques.
14 MySQL User Camp GTIDs in MySQL View Slides N/A Understanding Global Transaction Identifiers in MySQL replication.
15 2023-10-20 Open Source India, 2023 Building Blocks of Open Source Databases View Slides Watch Recording Building Blocks of Open Source Databases
16 1st Apache Druid Meetup, Bangalore Apache Druid on kubernetes View Slides Watch Recording Druid on kubernetes
17 Bengaluru Streams Meetup Apache Pulsar - The anatomy of Pub & Sub View Slides Watch Recording Apache Pulsar - The anatomy of Pub & Sub
18 Pulsar Summit Asia 2022 Keeping on top of hybrid cloud usage with Pulsar View Slides Watch Recording Keeping on top of hybrid cloud usage with Pulsar
19 2024-11-21 Open Source Analytics Conference Unified Data Management with ClickHouse® and Postgres View Slides Watch Recording Unified Data Management with ClickHouse® and Postgres
20 2021-10-08 EventSourcing Live 2021 Streaming app changes to Event Store View Slides Watch Recording Streaming Event Changes to App Via Events or CDC, tradeoff and challenges
21 2023-06-14 1st Apache Pulsar India User Meet Apache Pulsar Design Choices & use-cases View Slides Watch Recording Design Choices to love in Pulsar Asrchitecture and the Trade-Offs
22 2024-05-24 SNIA Webinar Navigating Transactions: ACID Complexity in Modern Databases View Slides Watch Recording Understanding ACID properties in contemporary databases.
23 2024-03-23 Clickhouse India Meetup Clickhouse Bangalore meetup: Doors Open & Community syncup N/A Watch Recording Clickhouse Community Usage Stories and Questionaire
24 2024-04-15 Clickhouse India Webinar Live Q&A Forum with Database & Cloud Experts N/A Watch Recording Panelist in Clickhouse Live Webinar hosted by Clickhouse Inc for questions left from #24
25 2025-03-06 PGConf India 2025 Pushing PostgreSQL to the Limits: Tackling Analytics Workloads with Extensions View Slides Watch Recording Run OLAP benchmarks on postgres, find issues & ideate on how to fix them. Read Abstract for more details
26 2025-05-10 Lakehouse Days Bengaluru Hacking Iceberg on Your Existing Databases View Slides Watch Recording Hacking Clickhouse & Postgres Open source code to support Iceberg Table Format
27 2025-06-27 Clickhouse Bangalore Meetup Squeezing Performance: Clickhouse@4GB on K8s​ View Slides N/A Benchmarking ClickHouse on Low-Memory Kubernetes Environments​
28 2025-07-12 Clickhouse Mumbai Meetup Rebalncing shards in Clickhouse open source​ View Slides N/A Clickhouse doesn't rebalance shards when a new shard is added. Presented options, open proposals and how we solved it​
29 2025-08-07 Kubecon + CLoudNative Con India 2025 Bridging Big Data and Machine Learning ecosystems : A cloudNative Approach using Kubeflow​ View Slides Watch Recording In today's data-driven landscape, bridging the gap between scalable big data systems (e.g., Apache Spark, Iceberg) and machine learning frameworks (e.g., PyTorch) while minimizing data movement and serialization overhead is a critical challenge. Traditional workflows require costly data serialization between storage (e.g., Parquet/Iceberg) and training frameworks, creating bottlenecks leading to inefficient resource utilization in distributed training. This talk explores a cloud-native solution using Kubeflow for end-to-end ML orchestration and Apache Arrow for high-performance data interchange, enabling seamless integration of analytics and ML workflows.
30 2025-11-05 Open Source Analytics Conference 2025 ClickHouse® Chronicles: Real-World War Rooms with Human and AI Agents​ View Slides Watch Recording We walk you through some of the toughest incidents we’ve faced: what broke, what we thought was wrong, what actually was wrong, and how we got to the root cause. Along the way, we’ll introduce a practical framework for tackling such issues—combining human intuition, AI assistance, and the messy negotiations that often define real-world problem-solving

Blog Posts

  1. AI Agents: The Future of SaaS Applications?
  2. Unified Data Platforms (ft. Postgres & Clickhouse)
  3. Streaming War and How Apache Pulsar is Acing the Battle
  4. Why Nutanix Beam Selected Apache Pulsar Over Apache Kafka
  5. MySQL 5.7.6: Introducing Multi-Source Replication
  6. MySQL 5.7.4: Change Master Without Stopping Slave
  7. MySQL 5.7.6: It Is Easier to Switch Master Now
  8. MySQL 5.7: Monitoring Replication with Performance Schema

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