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Snehil Kumar

SDE-1 @ Amazon (BCTC) | Ex-Cimpress, Oracle | Java, Spring Boot, Node.js, TypeScript, AWS | Exploring Agentic AI with LangChain/LangGraph | Distributed Systems & Microservices | LeetCode Knight

Bengaluru

2+ years of work experience

Amazon
May 20264 moPresent

Bengaluru

Currently, I work on Amazon Payment Services through BCT Consulting, contributing to PayFort MENA platform: • Shared Redis Caching: Co-designed and implemented a shared Redis caching layer for Java payment services using Spring Cache and Redisson, with 3 custom key-generation strategies, per-region expiry, and database fallback after runtime cache-read failures. • Security Remediation & Risk Controls: Coordinated remediation for 3 high-severity findings spanning S3 transport security, XML parser hardening, and endpoint authentication; secured approved delivery timelines and authored AWS CDK remediations across 3 services. • Deployment Pipeline Hardening: Shipped automated security scanning and manual approval gates across 2 AWS CDK pipelines, closing a Beta-to-Production deployment path that previously lacked release controls
Cimpress India
Aug 20241 y 8 moApr 2026

Remote

I worked across two high-impact teams at Cimpress. First, in the Fulfillment & Logistics domain, maintaining a Shipping System with 50+ backend microservices in a highly distributed environment. Second, in the Logomaker team (under VistaPrint’s Logo & Digital Growth), where I built a credit-based monetization system handling real payments. Highlights at Cimpress: • Migrated a high-throughput shipment processing service (1M+ events/day) from ECS (Fargate) to AWS Serverless (Lambda, SQS, SNS), reducing infrastructure cost by 35% and improving latency by 50%. • Built a production-ready credit purchase and allocation system integrated with checkout and payment webhooks, supporting 10K+ orders/day. • Developed scalable parsing pipelines for CSV, EDI, XML, JSON, and fixed-width formats, processing 50K+ records/day with improved validation and reliability. • Integrated carrier systems including Canada Post and France Express, enabling end-to-end shipment creation and supporting 10K+ shipments/month. • Served as on-call engineer for distributed backend systems handling 1M+ events/day, ensuring reliability and timely incident resolution. About Cimpress: Cimpress plc is an Irish-domiciled company that invests in and operates a wide variety of businesses that use mass customisation to configure and produce small quantities of individually customised goods.
ENITIATE
Oct 20232 moDec 2023

Bengaluru

Developed frontend features for the company’s recruitment platform using React.js and Next.js. Highlights at Enitiate: • User Profile Page: Led development of a dynamic user profile page that displays candidate information to recruiters, improving user discoverability. • Company Website: Contributed to building the main company website with React.js and Next.js, ensuring responsive design and smooth navigation.
ORACLE FINANCIAL SERVICES SOFTWARE LIMITED
Jul 20232 moSep 2023

Bengaluru

Collaborated in a 4-member team to build a distributed metrics collection system for near real-time Oracle DB monitoring. Highlights at Oracle: • Built an event-driven metrics pipeline using Spring Boot and Apache Kafka for scalable concurrent processing. • Implemented Kafka producer-consumer workflows with retry handling and DLQ-based error recovery. • Integrated multi-datasource Oracle DB connections using Spring Data JPA and HikariCP. • Added observability using Prometheus and Grafana dashboards for real-time monitoring.

Snehil’s AI Stack

codex
codex
langchain
langchain
langgraph
langgraph
langsmith
langsmith
ollama
ollama
Pinecone
Pinecone

Education

nitte meenakshi institute of technology

Bachelor of Engineering - BE, Computer Science and Engineering

nitte meenakshi institute of technology

20204 yrs2024
Sri Chaitanya College of Education

Class XII, CBSE

Sri Chaitanya College of Education

20182 yrs2020

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Headline

SDE-1 @ Amazon (BCTC) | Ex-Cimpress, Oracle | Java, Spring Boot, Node.js, TypeScript, AWS | Exploring Agentic AI with LangChain/LangGraph | Distributed Systems & Microservices | LeetCode Knight

About

Hi, I'm Snehil, Backend Engineer passionate about building scalable backend systems and event-driven architectures that perform reliably under high throughput. I have 2+ years of experience building production-grade backend systems using Java, Spring Boot, Node.js, TypeScript, AWS (Lambda, SQS, SNS), NestJS, and microservices. I specialize in event-driven design, serverless migrations, and end-to-end feature ownership from idea to deployment. At Cimpress: • Migrated a high‑throughput shipment processing service (1M+ events/day) from ECS to AWS serverless – achieved zero‑downtime deployment, 35% cost reduction, 50% lower latency, and handled 2x peak traffic. • Designed a credit‑based monetization system for GenAI Logomaker (checkout + payment webhooks) – load‑tested to 10K+ orders/day. • Built data pipelines processing 50K+ records/day with 25% fewer parsing errors. Beyond work: • LeetCode Knight (1975 rating, 1500+ problems solved) • Oracle internship – built multi‑threaded metrics collection system (Java, multithreading, JDBC) • CRYPTEC Coding Battle & MRTM 23 participant Certifications: Event-Driven Microservices (CQRS, Saga, Event Sourcing) • AI/DSA Tech Stack: Java • Spring Boot • Node.js • TypeScript • AWS (Lambda, SQS, SNS, ECS) • NestJS • Microservices • MySQL • MongoDB • C • System Design I'm currently seeking backend / full‑stack roles where I can own features end‑to‑end, build systems that scale to millions of events, and grow into agentic AI system design without leaving backend engineering behind. Always open to collaboration, problem‑solving, and backend innovation. Let's connect!

Location

Bengaluru

AI stack

codex

langchain

langgraph

langsmith

ollama

Pinecone

Work experience

Software Development Engineer 1 at Amazon, May 2026 - Present · 4 mo, Bengaluru, Currently, I work on Amazon Payment Services through BCT Consulting, contributing to PayFort MENA platform: • Shared Redis Caching: Co-designed and implemented a shared Redis caching layer for Java payment services using Spring Cache and Redisson, with 3 custom key-generation strategies, per-region expiry, and database fallback after runtime cache-read failures. • Security Remediation & Risk Controls: Coordinated remediation for 3 high-severity findings spanning S3 transport security, XML parser hardening, and endpoint authentication; secured approved delivery timelines and authored AWS CDK remediations across 3 services. • Deployment Pipeline Hardening: Shipped automated security scanning and manual approval gates across 2 AWS CDK pipelines, closing a Beta-to-Production deployment path that previously lacked release controls

Software Development Engineer 1 at Cimpress India, Aug 2024 - Apr 2026 · 1 y 8 mo, Remote, I worked across two high-impact teams at Cimpress. First, in the Fulfillment & Logistics domain, maintaining a Shipping System with 50+ backend microservices in a highly distributed environment. Second, in the Logomaker team (under VistaPrint’s Logo & Digital Growth), where I built a credit-based monetization system handling real payments. Highlights at Cimpress: • Migrated a high-throughput shipment processing service (1M+ events/day) from ECS (Fargate) to AWS Serverless (Lambda, SQS, SNS), reducing infrastructure cost by 35% and improving latency by 50%. • Built a production-ready credit purchase and allocation system integrated with checkout and payment webhooks, supporting 10K+ orders/day. • Developed scalable parsing pipelines for CSV, EDI, XML, JSON, and fixed-width formats, processing 50K+ records/day with improved validation and reliability. • Integrated carrier systems including Canada Post and France Express, enabling end-to-end shipment creation and supporting 10K+ shipments/month. • Served as on-call engineer for distributed backend systems handling 1M+ events/day, ensuring reliability and timely incident resolution. About Cimpress: Cimpress plc is an Irish-domiciled company that invests in and operates a wide variety of businesses that use mass customisation to configure and produce small quantities of individually customised goods.

Software Development Intern at ENITIATE, Oct 2023 - Dec 2023 · 2 mo, Bengaluru, Developed frontend features for the company’s recruitment platform using React.js and Next.js. Highlights at Enitiate: • User Profile Page: Led development of a dynamic user profile page that displays candidate information to recruiters, improving user discoverability. • Company Website: Contributed to building the main company website with React.js and Next.js, ensuring responsive design and smooth navigation.

Project Intern at ORACLE FINANCIAL SERVICES SOFTWARE LIMITED, Jul 2023 - Sep 2023 · 2 mo, Bengaluru, Collaborated in a 4-member team to build a distributed metrics collection system for near real-time Oracle DB monitoring. Highlights at Oracle: • Built an event-driven metrics pipeline using Spring Boot and Apache Kafka for scalable concurrent processing. • Implemented Kafka producer-consumer workflows with retry handling and DLQ-based error recovery. • Integrated multi-datasource Oracle DB connections using Spring Data JPA and HikariCP. • Added observability using Prometheus and Grafana dashboards for real-time monitoring.

Education

Bachelor of Engineering - BE, Computer Science and Engineering, nitte meenakshi institute of technology

Class XII, CBSE, Sri Chaitanya College of Education

Public links

github: https://github.com/snehil21

leetcode: https://leetcode.com/snehilthakur21

snehilcodes.vercel.app: https://snehilcodes.vercel.app/