--- title: "SAMARTH G. - Software Engineer II, Data Platform in Greater Bengaluru Area | Tal" description: "Meet SAMARTH G., Software Developer Engineer II @ Kapture CX | Data Engineering & OLAP | Java • Python • SQL | Building real time analytics (Kafka, Flink, StarRocks, Apache Iceberg) based in Greater Bengaluru Area. AI stack includes claude code, claude, and codex. Explore public work links includin..." image: "https://tal.club/meet/samarth-gambhir/share-image" --- # SAMARTH G\. on Tal ## Headline Software Developer Engineer II @ Kapture CX \| Data Engineering & OLAP \| Java • Python • SQL \| Building real time analytics \(Kafka, Flink, StarRocks, Apache Iceberg\) ## About Software Developer Engineer II at Kapture CX, focused on data engineering and real\-time analytics infrastructure\. I build the systems that turn raw operational data into fast, self\-serve business intelligence\. My current and most impactful work centers on OLAP, change data capture, and large\-scale data migration: • Engineered core components of an analytics infrastructure that migrated reporting from MySQL to an OLAP stack, delivering 10X faster querying and self\-serve BI dashboards\. • Designed a CDC pipeline capturing MySQL changes into RisingWave with S3 persistent storage, streaming to StarRocks on demand — offloading analytical querying off the transactional production database \(MySQL\)\. • Executed a zero\-downtime bulk migration using OLake to move MySQL data into an Apache Iceberg data lake, decoupling historical storage from active compute\. • Implemented multi\-tenant security and RBAC via client\-specific views for isolated, secure external BI reporting\. • Developed Python\-based ETL pipelines processing 1M\+ records daily\. Core stack: Java, Python, SQL, Kafka, Apache Flink, RisingWave, Apache Iceberg, OLake, StarRocks, MySQL, Redis, Metabase, AWS, GCP, Spring Boot, Docker\. Recognized with Kapture CX's Spot Award \(Jan 2026\) and Top Performer Award \(July 2025\)\. ## Location Greater Bengaluru Area ## AI stack claude code claude codex gemini ## Work experience Software Engineer II, Data Platform at Kapture CX, Oct 2025 \- Present · 1 yr, • Engineered core components of an analytics infrastructure, migrating from MySQL to OLAP, which enabled self\-serve BI dashboards and resulted in 10X faster querying\. • Offloaded analytical querying off the transactional production database \(MySQL\) by designing a CDC pipeline that captures MySQL changes into RisingWave, using S3 persistent storage to safely stream data to StarRocks on demand\. • Implemented strict multi\-tenant security and Role\-Based Access Control \(RBAC\) via client\-specific views, ensuring fully isolated and secure data access for external BI reporting\. • Implemented a zero\-downtime bulk data migration using OLake to extract MySQL data into an Apache Iceberg data lake via off\-peak batch processing, decoupling historical storage from active compute\. • Developed Python\-based ETL pipelines to process 1M\+ records daily, automating complex business logic and reducing client reporting time\. Software Engineer at Kapture CX, Jul 2024 \- Sep 2025 · 1 yr 3 mos, • Reduced report generation memory consumption by 80% \(from 10 GB to 2 GB\) via day‑wise batch processing, switching heavy XLSX exports to CSVs, and leveraging Redis caching instead of local hashmaps\. • Re‑architected dashboard data flow using token‑based asynchronous processing, reducing load wait time by \~70% and enabling scalable, non‑blocking data retrieval\. • Simplified dashboard creation for industry‑specific clients, cutting setup time from \~30 minutes to one click and improving onboarding efficiency\. • Owned the full lifecycle of critical production issues from detection to root cause analysis and long‑term prevention, helping maintain 100% SLA compliance\. Software Developer Trainee at Kapture CX, Jul 2023 \- Jun 2024 · 1 yr, • Developed a serverless data export pipeline using Google Cloud Functions, achieving \~5x faster processing for large datasets with asynchronous execution and auto\-scaling\. • Re\-engineered core components of 5\+ APIs during a migration to microservices: upgraded to Java 17, refactored data access from native SQL to Hibernate ORM, and introduced Redis cache\. • Automated client\-wise uploads using the Amazon S3 Java SDK, saving 40\+ hours of manual work per month\. ## Education Bachelor of Engineering, Computational Science, Chitkara University ## Public links - leetcode: https://leetcode\.com/gambhirsamarth - github: https://github\.com/gambhirsamarth [View the original profile](https://tal.club/meet/samarth-gambhir) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/samarth-gambhir#person", "name": "SAMARTH G.", "url": "https://tal.club/meet/samarth-gambhir", "image": "https://tal.club/meet/samarth-gambhir/profile-photo.jpg", "description": "Meet SAMARTH G., Software Developer Engineer II @ Kapture CX | Data Engineering & OLAP | Java • Python • SQL | Building real time analytics (Kafka, Flink, StarRocks, Apache Iceberg) based in Greater Bengaluru Area. 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