Builds // Backend Infrastructure
Amritanshu
Singh
I build backend systems that hold up under real load — search, payments, auth, and the infrastructure underneath a specialty pharmacy platform serving 15,000+ medicines.
About
Backend engineer with 3+ years of experience designing and owning production systems end-to-end. I currently build core backend infrastructure for MrMed, a specialty pharmacy platform serving 15,000+ medicines across oncology, nephrology, and cardiology — architecting microservices, search infrastructure, and concurrent systems on NestJS, MongoDB, Redis, and Kubernetes that hold up under real production load. My grounding in architecture and system design was shaped further as Co-founder & Tech Lead of a software consultancy, where every technical decision was mine to make and be accountable for. I'm comfortable taking a system from a blank whiteboard to production, and it's the kind of work I actively seek out.
- 3+
- Years in production backend
- 15K+
- SKUs served by search & catalog
- 4
- Design patterns shipped as infra
- 0
- Downtime tolerated by design
Stack
System Design & Architecture
- Microservices
- Event-Driven Systems
- Adapter Pattern
- Factory Pattern
- Observer Pattern
- Strategy Pattern
- API Design
Backend
- Node.js
- NestJS
- TypeScript
- MongoDB
- Atlas Search
- Redis
- BullMQ
- SQS
- Kubernetes
- Docker
- ArgoCD
Concurrency & Scale
- Distributed job queues
- Worker pools
- Atomic operations
- Cache-first design
- Pub/sub config propagation
Cloud & Infra
- AWS
- Cloudflare R2
- Cloudflare Workers
- Cloudflare WAF
- CI/CD
Frontend / Mobile
- React.js
- React Native
- Next.js
Experience
Nov 2024 — Present
CurrentSoftware Engineer — Backend @ MrMed.in
Bengaluru
Owns core backend architecture for a specialty pharmacy platform built on a NestJS/MongoDB/Redis microservices stack spanning order management, catalog, serviceability, and billing.
- Architected the product search engine from scratch on MongoDB Atlas Search — a denormalized collection with a 16-clause weighted compound query (autocomplete, tiered boosts, fuzzy fallback) and a custom analyzer for typo-tolerant matching at scale.
- Designed a gateway-agnostic payment integration layer (Adapter + Factory patterns) unifying Cashfree and PayU, with runtime gateway switching via MongoDB + Redis pub/sub — zero-downtime failover under load.
- Built a shared-cookie JWT SSO identity service with RS256 signing, Redis-backed refresh/blacklist stores, and a parallel Bearer-token flow for mobile clients.
- Engineered a concurrent media processing pipeline (BullMQ workers, ffmpeg, sharp, Cloudflare R2) for video/image ingestion, resolving race conditions in high-throughput bulk upload paths using atomic MongoDB operations.
- Optimized SQS-based event consumers using long-polling, parallel workers, and batched processing.
- Mitigated a production DDoS incident via Cloudflare WAF/Attack Mode; built a notification system on Observer/Strategy/Factory patterns and a Redis-backed feature flag system.
2019 — 2023
Co-founder & Tech Lead @ Bili Consultancy Pvt. Ltd.
Co-founded and led engineering for a software consultancy, owning architecture, delivery, and technical decision-making across client projects.
- Directed technical strategy and system design across e-commerce and social media React Native applications, including state management architecture (Redux) and performance optimization.
- Owned end-to-end delivery on client engagements — architecture, cloud infrastructure (AWS S3/EC2), and hands-on development — accountable for outcomes as both founder and lead engineer.
Oct 2023 — Nov 2024
System Engineer @ Tata Consultancy Services
Bengaluru
- Built the customer–adviser chat framework for an Apple internal support platform (Customer Solutions / AppleCare) and led migration of macOS applications from CoreData to SwiftData.
- Developed accessibility-focused SwiftUI interfaces at enterprise scale, reinforcing a systems-level discipline around reliability and maintainability.
Selected Work
Systems I designed and shipped — click a card for the build notes.
Education
2025 — Present
M.Tech, Software Engineering
BITS Pilani, Pilani
2019 — 2023
B.Tech, Electronics and Instrumentation Engineering
Techno Main SaltLake, Kolkata, West Bengal
Contact
Open to backend & systems engineering roles.
If you're building something that needs to hold up under real load — search, payments, auth, or the infrastructure underneath — let's talk.