Samyak Jain profile photo 1 on Tal

Samyak Jain

SDE 2 @ Observe.AI | Gen AI | Ex-Amazon | ACM-ICPC Regionalist | OpenClaw

Bengaluru

6+ years of work experience

Observe.AI
Aug 20255 mosDec 2025

Bengaluru, Karnataka, India

• Architected enterprise-scale CDC platform replicating MongoDB → Snowflake using Debezium, Kafka Connect, and Snowflake Sink connectors, processing millions of documents daily across 6+ production pipelines. • Built and deployed a multi-tenant, 3-replica Kafka Connect cluster on Kubernetes with Strimzi Operator, optimized producer configs (ZSTD compression, batching, 512MB buffers) reducing network overhead by 40%. • Developed Python automation framework for Debezium incremental snapshot management and backfill operations, enabling self-service sync triggers via Bitbucket Pipelines. • Implemented end-to-end observability using Prometheus, Grafana, and VictoriaMetrics with VMRule alerts and PagerDuty integration, monitoring 20+ custom metrics for real-time connector health. • Technologies Used: Debezium, Kafka Connect, Snowflake, MongoDB, Python,
Fivetran
Nov 20246 mosApr 2025

Bengaluru, Karnataka, India

• Migrated data clustering strategy from Z-Order to Liquid Clustering using Predictive Optimization, leading to 20% improvement in query performance for analytical workloads. • Developed Python scripts for data quality checks and automated testing within the ingestion pipeline, improving data reliability by 15%. • Contributed to enhancing backend services using Java and Python, focusing on data ingestion and transformation pipelines. • Technologies Used: Java, Python, Data Pipelines.
ALLEN Digital
Jun 20231 yr 6 mosNov 2024

Bengaluru, Karnataka, India

Part of the Founding Engineering team at ALLEN Digital. • Designed and developed a Taxonomy Service with hierarchical data modeling and REST APIs for traversal and updates. • Built Python-based microservices for asynchronous tasks and data processing, integrated with the main Java application. • Engineered an in-memory cache to support 150K+ requests/sec, reducing average response time by 70%. • Technologies Used: Golang, MongoDB, Python.
Amazon
Jul 20203 yrsJun 2023

Bengaluru, Karnataka, India

As a Software Development Engineer, I have successfully worked on improving the latency of amazon’s detail page, by lazy loading out-of-viewport images and ran AB testing for the same. I also worked in the platform team to develop features for a new microservice based architecture(using AWS serverless computing) that would be replacing the current architecture within Amazon. The work here involved end to end development of new features for the new architecture and also identifying old features in previous architecture which can be migrated to new service. Tech stack for the projects was Java and Spring Boot Framework and also using AWS services.
Amazon
Feb 20206 mosJul 2020

Bangalore

In this tenure of my career, I have successfully worked on creating an end-to-end tool that automated the process of dashboard creation which previously used to take up to 1 SDE day, and now takes 2-3 minutes. The tech stack for the tool involved working with AngularJS, DynamoDB, and Django for creating this web app.
Rapid Programming Hub, JIIT Noida
Jul 20181 yr 1 moJul 2019

Jaypee Institute of Information Technology

Worked as a Coordinator at Rapid Programming Hub which has a strong community of 2,800+ members in its Facebook group(Rapid Programming@J128). The worked mainly revolved around preparing coding question(with statements and test cases), testing them with the team and also hosting contests at major competitive programming sites like codechef, hackerrank etc.
GitHub
@Samyak-jain7

Samyak’s AI Stack

claude code
claude code
claude
claude
codex
codex
opencode
opencode
claudecode
claudecode
ChatGPT
ChatGPT

Education

jaypee institute of information technology

BTech - Bachelor of Technology, Computer Science

jaypee institute of information technology

20164 yrs2020

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Headline

SDE 2 @ Observe.AI | Gen AI | Ex-Amazon | ACM-ICPC Regionalist | OpenClaw

About

Backend Software Engineer with 5+ years of experience building scalable systems and backend platforms. Strong in System Design, Low-Level Design, Distributed Systems, and Concurrency, with hands-on experience designing workflows and reliability-focused services. Previously worked at Amazon, ALLEN Digital, Fivetran and Observe.AI contributing to backend systems used at scale. Experienced in designing APIs, data models, and systems with real-world constraints, not just theoretical designs. Currently focused on backend architecture, interview preparation mentorship, and high-impact engineering work, with a strong interest in remote-first teams and ownership-heavy roles.

Location

Bengaluru

AI stack

claude code

claude

codex

opencode

claudecode

ChatGPT

Work experience

Software Development Engineer 2 at Observe.AI, Aug 2025 - Dec 2025 · 5 mos, Bengaluru, Karnataka, India, • Architected enterprise-scale CDC platform replicating MongoDB → Snowflake using Debezium, Kafka Connect, and Snowflake Sink connectors, processing millions of documents daily across 6+ production pipelines. • Built and deployed a multi-tenant, 3-replica Kafka Connect cluster on Kubernetes with Strimzi Operator, optimized producer configs (ZSTD compression, batching, 512MB buffers) reducing network overhead by 40%. • Developed Python automation framework for Debezium incremental snapshot management and backfill operations, enabling self-service sync triggers via Bitbucket Pipelines. • Implemented end-to-end observability using Prometheus, Grafana, and VictoriaMetrics with VMRule alerts and PagerDuty integration, monitoring 20+ custom metrics for real-time connector health. • Technologies Used: Debezium, Kafka Connect, Snowflake, MongoDB, Python,

Software Engineer 2 at Fivetran, Nov 2024 - Apr 2025 · 6 mos, Bengaluru, Karnataka, India, • Migrated data clustering strategy from Z-Order to Liquid Clustering using Predictive Optimization, leading to 20% improvement in query performance for analytical workloads. • Developed Python scripts for data quality checks and automated testing within the ingestion pipeline, improving data reliability by 15%. • Contributed to enhancing backend services using Java and Python, focusing on data ingestion and transformation pipelines. • Technologies Used: Java, Python, Data Pipelines.

Software Engineer 2 at ALLEN Digital, Jun 2023 - Nov 2024 · 1 yr 6 mos, Bengaluru, Karnataka, India, Part of the Founding Engineering team at ALLEN Digital. • Designed and developed a Taxonomy Service with hierarchical data modeling and REST APIs for traversal and updates. • Built Python-based microservices for asynchronous tasks and data processing, integrated with the main Java application. • Engineered an in-memory cache to support 150K+ requests/sec, reducing average response time by 70%. • Technologies Used: Golang, MongoDB, Python.

Software Development Engineer at Amazon, Jul 2020 - Jun 2023 · 3 yrs, Bengaluru, Karnataka, India, As a Software Development Engineer, I have successfully worked on improving the latency of amazon’s detail page, by lazy loading out-of-viewport images and ran AB testing for the same. I also worked in the platform team to develop features for a new microservice based architecture(using AWS serverless computing) that would be replacing the current architecture within Amazon. The work here involved end to end development of new features for the new architecture and also identifying old features in previous architecture which can be migrated to new service. Tech stack for the projects was Java and Spring Boot Framework and also using AWS services.

SDE Intern at Amazon, Feb 2020 - Jul 2020 · 6 mos, Bangalore, In this tenure of my career, I have successfully worked on creating an end-to-end tool that automated the process of dashboard creation which previously used to take up to 1 SDE day, and now takes 2-3 minutes. The tech stack for the tool involved working with AngularJS, DynamoDB, and Django for creating this web app.

Coordinator at Rapid Programming Hub, JIIT Noida, Jul 2018 - Jul 2019 · 1 yr 1 mo, Jaypee Institute of Information Technology, Worked as a Coordinator at Rapid Programming Hub which has a strong community of 2,800+ members in its Facebook group(Rapid Programming@J128). The worked mainly revolved around preparing coding question(with statements and test cases), testing them with the team and also hosting contests at major competitive programming sites like codechef, hackerrank etc.

Education

BTech - Bachelor of Technology, Computer Science, jaypee institute of information technology

Public links

github: https://github.com/Samyak-jain7