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utpal21/README.md

Utpal Biswas Banner

Utpal Biswas

Senior Software EngineerTechnical LeadDistributed Systems Architect

Building production-grade backend systems that scale, fail gracefully, and evolve safely. Specialized in distributed systems, event-driven architectures, and AI-integrated backends.


🎯 Quick Summary

  • 13+ years designing and building scalable backend systems for enterprise and SaaS platforms
  • Team Leadership: Led engineering teams of 7–10 engineers across distributed systems projects
  • Expertise: Microservices, event-driven architectures, AI/LLM integration, real-time systems, and cloud infrastructure
  • Global Experience: Worked with international teams including Japanese SaaS companies and multinational enterprises

🧠 Engineering Philosophy

I optimize for production reliability, not just functionality.

My Focus:

  • ✅ Systems that scale under extreme pressure without degradation
  • ✅ Architectures that fail gracefully with proper fallback mechanisms
  • ✅ Codebases that empower teams to evolve and refactor safely

Core Belief: Most production failures stem from poor architectural decisions, not code bugs. I prioritize upfront design decisions that prevent cascading failures before they happen.


⚙️ Core Technical Expertise

🏗️ System Architecture & Design

  • Microservices & Domain-Driven Design (DDD)
  • Event-Driven Architectures with distributed workflows
  • Distributed Transactions & idempotent operations
  • Scalability Patterns: Horizontal scaling, load balancing, sharding strategies
  • Resilience Engineering: Circuit breakers, retries, timeouts, graceful degradation
  • System Observability: Logging, metrics, tracing, alerting

💻 Backend Technologies

Area Technologies
Languages PHP (Laravel), Node.js (NestJS, Express), Python (FastAPI), Java (Spring Boot)
Frameworks Laravel, Symfony, Express, NestJS, FastAPI, Spring Boot, NextJS, ReactJS, VueJS
API Design REST, GraphQL, SOAP, gRPC, OpenAPI/Swagger

🗄️ Databases & Data Systems

  • Relational: MySQL, PostgreSQL (optimization, indexing, query planning)
  • NoSQL: MongoDB, Redis (caching, sessions, real-time data)
  • Search: Elasticsearch, vector databases (semantic search, RAG)
  • Data Warehousing: Basic OLAP patterns and analytics

📨 Event-Driven & Messaging Systems

  • Message Brokers: Kafka, RabbitMQ, MQTT
  • Event Streaming: Real-time pipelines, event sourcing patterns
  • Message Queue Design: Idempotence, ordering guarantees, dead-letter handling

🤖 AI & LLM Integration

  • Retrieval-Augmented Generation (RAG): Semantic search, context retrieval, vector embeddings
  • LLM Workflows: Prompt engineering, streaming responses, context management, fallback strategies
  • AI Backend Patterns: Caching, rate limiting, token optimization, multi-model orchestration

☁️ Cloud & Infrastructure

  • Container Orchestration: Docker, Docker Compose, Kubernetes basics
  • Cloud Platforms:
    • AWS: ECS, EC2, S3, Lambda, RDS, SQS/SNS
    • DigitalOcean: Droplets, managed databases, Kubernetes
    • Cloudflare: Edge computing, CDN, DDoS protection, Workers
  • CI/CD: GitHub Actions, GitLab CI, automated testing pipelines
  • Infrastructure as Code: Docker, Terraform basics

⚡ Emerging & Advanced Focus

  • MCP (Model Context Protocol) systems and AI-native tooling
  • AI-Native Backend Architectures: LLM-powered backends, autonomous systems
  • Developer Automation: Scalable tooling, internal platforms
  • Performance Optimization: Database optimization, caching strategies, bottleneck analysis

🏆 Featured Project Work

✈️ Airline Booking Platform (Multi-GDS Integration)

Real-Time Distributed System | High-Concurrency Transactions

Context: Integrated global distribution systems (Amadeus, Navitaire, NDC) for real-time flight booking.

Key Achievements:

  • Solved high-concurrency booking failures affecting transaction throughput
  • Implemented idempotent distributed transactions to handle retry scenarios safely
  • Redesigned API layer to reduce timeout issues and improve response times
  • Designed for eventual consistency across multiple external systems

Technologies: PHP/Laravel, PostgreSQL, Redis, RabbitMQ, REST APIs


🏭 Smart Factory IoT Platform

Real-Time Telemetry System | Edge Computing

Context: Built a platform processing real-time data from 100+ industrial devices with millisecond-level latency requirements.

Key Achievements:

  • Designed event-driven architecture with low-latency processing pipelines
  • Implemented MQTT ingestion layer for device communication
  • Built real-time dashboards and alerting systems
  • Structured data pipeline to be AI-ready for predictive maintenance

Technologies: Node.js, MQTT, Kafka, MongoDB, InfluxDB, Elasticsearch, React


🤖 AI-Powered EdTech Platform

Intelligent Matching System | LLM-Integrated Workflows

Context: Leading backend development for an AI-driven education platform connecting teachers and students.

Key Achievements:

  • Architected intelligent matching algorithm (teacher ↔ student pairing)
  • Integrated LLM-based workflows for content generation and adaptive learning
  • Designed AI-assisted development lifecycle with automated testing
  • Built scalable backend supporting thousands of concurrent users

Technologies: Node.js/NestJS, Python/FastAPI, PostgreSQL, Redis, OpenAI API, Pinecone


📊 Technical Metrics & Impact

  • Systems Built: 15+ production systems handling millions of daily transactions
  • Scale Managed: Systems processing 1M+ events/day, serving 100K+ concurrent users
  • Availability: Architected systems with 99.9%+ uptime SLAs
  • Performance: Optimized APIs reducing p95 latency by 60-70% through caching and indexing
  • Team Leadership: Mentored 20+ engineers, established coding standards and architectural patterns

📚 Latest Interests & Learning

  • Designing AI-native backend systems that leverage LLMs as core infrastructure
  • Building event-driven microservices at enterprise scale (1M+ events/day)
  • Developing MCP-powered automation tools for developer productivity
  • Improving system observability and reliability engineering practices
  • Exploring vector databases and semantic search applications

🌐 Featured Projects & Repositories

Project Description Technologies
🔹 Microservices Boilerplate Production-ready microservices architecture NestJS, PostgreSQL, Kafka, Docker
🔹 Airline Booking System Distributed system with multi-GDS integration Laravel, MySQL, RabbitMQ
🔹 RAG Backend Framework AI-powered knowledge retrieval system FastAPI, Pinecone, OpenAI
🔹 IoT Streaming Platform Real-time telemetry processing Node.js, MQTT, InfluxDB

👉 View all repositories


💼 Professional Background

Leadership & Collaboration

  • Team Leadership: Managed and mentored engineering teams of 7–10 engineers
  • Full-Stack Delivery: Led projects from architectural design → implementation → production scaling
  • International Collaboration: Worked with distributed teams across timezones (Japan, USA, Europe, India)
  • Cross-Functional: Collaborated with Product, DevOps, QA, and leadership on strategic initiatives

Industry Experience

  • SaaS Platforms (B2B)
  • Travel & Hospitality (GDS Integration)
  • Manufacturing & IoT
  • EdTech & Education Technology
  • Enterprise Software

🎓 Continuous Learning

  • Active in distributed systems and cloud-native communities
  • Regular participation in system design discussions and architecture reviews
  • Exploring emerging technologies: AI backends, edge computing, real-time systems
  • Contributor to open-source projects focused on backend tooling

🤝 Open To

Senior Backend Engineer / Technical Lead roles (Global / Remote)
System Design Consulting and architecture reviews
AI + Backend collaboration on innovative projects
Mentorship opportunities for aspiring engineers
Technical discussions on distributed systems and scalability challenges


📫 Get In Touch

Platform Link
Email [email protected]
GitHub @utpal21
LinkedIn Utpal Biswas

Feel free to reach out for:

  • Collaboration on backend/AI projects
  • System design discussions
  • Technical mentorship
  • Speaking opportunities

💡 Philosophy & Mindset

Good engineers write code.

Great engineers design systems.

The best engineers design systems that don't break in production.

My mission: Build reliable, scalable systems that teams trust and customers depend on.


⭐ If you find value in my work, consider starring my repositories!

Last Updated: April 2026 | View Profile Activity

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