Faizan Zafar

Faizan Zafar

AI Full Stack Engineer
United Kingdom
English, Hindi

نبذة عني

I am a senior AI-focused Full Stack Engineer with 8+ years of experience designing and delivering scalable, production-grade platforms and intelligent systems. I specialize in architecting high-performance backends and m…

الخبرة

Senior AI Full Stack Engineer

WebBuds
Jul 2023 - Nov 2025 · 2 سنوات 4 أشهر

I architected and led the end-to-end delivery of AI-powered product features across Node.js, TypeScript, and Next.js, driving system design decisions, defining scalable API contracts, and ensuring high availability across distributed backend services.
I designed modular, extensible backend architectures that supported rapid iteration of AI features while maintaining strong guarantees around reliability, observability, and long-term maintainability.
I engineered production-grade RAG pipelines using pgvector and Pinecone, implementing advanced chunking, embedding strategies, hybrid retrieval, and semantic re-ranking, significantly improving retrieval precision and reducing hallucinations in live AI systems.
I optimized retrieval performance through query rewriting, context window tuning, and caching strategies, resulting in faster response times and more accurate downstream model outputs.
I integrated OpenAI GPT-4o and Anthropic Claude 3.5 Sonnet via LangChain and the Vercel AI SDK, delivering real-time streaming AI experiences with function calling, structured outputs, and robust fallback handling for edge cases.
I built stateful, agentic AI workflows using LangGraph and the OpenAI Agents SDK, orchestrating multi-step reasoning and tool execution flows with MCP-connected services and dynamic routing between models based on cost, latency, and task complexity.
I implemented guardrails and safety layers across AI pipelines, including input validation, output filtering, and fail-safe mechanisms to ensure consistent and safe user-facing behavior.
I developed LLM observability and evaluation pipelines using Langfuse and LangSmith, tracking prompt versions, token consumption, latency, and qualitative performance metrics, improving system efficiency and output quality by over 30%.
I introduced prompt versioning and experimentation workflows, enabling rapid iteration and A/B testing of AI behaviors in production environments.
I deployed and scaled AI-driven services on AWS Bedrock using Docker and Kubernetes, improving resilience with circuit breakers, rate limiting, retries, and autoscaling strategies, reducing response times by 20%.
I optimized infrastructure and compute costs by implementing intelligent request routing, batching, and caching strategies across model providers and services.
I designed and implemented CI/CD pipelines using GitHub Actions, including automated testing, linting, and blue-green deployments, reducing deployment time by 50% and increasing release confidence.
I collaborated closely with product, design, and stakeholders to translate complex business requirements into scalable technical solutions, ensuring alignment between engineering execution and product outcomes.
I scaled backend systems to support 10,000+ concurrent users across MySQL, DynamoDB, and NoSQL databases, improving throughput, fault tolerance, and system stability under load.
I enforced secure-by-design principles, including robust authentication and authorization flows, tenant isolation, and GDPR-compliant data handling practices across all services.
I mentored engineers and contributed to engineering best practices, promoting clean architecture, code quality, and a strong culture of ownership within the team.

Senior AI Full Stack Engineer

WebBuds, London, UK
Jul 2023 - Nov 2025 · 2 سنوات 4 أشهر

I architected and led the end-to-end delivery of AI-powered product features across Node.js, TypeScript, and Next.js, driving system design decisions, defining scalable API contracts, and ensuring high availability across distributed backend services., I designed modular, extensible backend architectures that supported rapid iteration of AI features while maintaining strong guarantees around reliability, observability, and long-term maintainability., I engineered production-grade RAG pipelines using pgvector and Pinecone, implementing advanced chunking, embedding strategies, hybrid retrieval, and semantic re-ranking, significantly improving retrieval precision and reducing hallucinations in live AI systems., I optimized retrieval performance through query rewriting, context window tuning, and caching strategies, resulting in faster response times and more accurate downstream model outputs., I integrated OpenAI GPT-4o and Anthropic Claude 3.5 Sonnet via LangChain and the Vercel AI SDK, delivering real-time streaming AI experiences with function calling, structured outputs, and robust fallback handling for edge cases., I built stateful, agentic AI workflows using LangGraph and the OpenAI Agents SDK, orchestrating multi-step reasoning and tool execution flows with MCP-connected services and dynamic routing between models based on cost, latency, and task complexity., I implemented guardrails and safety layers across AI pipelines, including input validation, output filtering, and fail-safe mechanisms to ensure consistent and safe user-facing behavior., I developed LLM observability and evaluation pipelines using Langfuse and LangSmith, tracking prompt versions, token consumption, latency, and qualitative performance metrics, improving system efficiency and output quality by over 30%., I introduced prompt versioning and experimentation workflows, enabling rapid iteration and A/B testing of AI behaviors in production environments., I deployed and scaled AI-driven services on AWS Bedrock using Docker and Kubernetes, improving resilience with circuit breakers, rate limiting, retries, and autoscaling strategies, reducing response times by 20%., I optimized infrastructure and compute costs by implementing intelligent request routing, batching, and caching strategies across model providers and services., I designed and implemented CI/CD pipelines using GitHub Actions, including automated testing, linting, and blue-green deployments, reducing deployment time by 50% and increasing release confidence., I collaborated closely with product, design, and stakeholders to translate complex business requirements into scalable technical solutions, ensuring alignment between engineering execution and product outcomes., I scaled backend systems to support 10,000+ concurrent users across MySQL, DynamoDB, and NoSQL databases, improving throughput, fault tolerance, and system stability under load., I enforced secure-by-design principles, including robust authentication and authorization flows, tenant isolation, and GDPR-compliant data handling practices across all services., I mentored engineers and contributed to engineering best practices, promoting clean architecture, code quality, and a strong culture of ownership within the team.

Full Stack Engineer

Hazel Mobile
Mar 2021 - Dec 2021 · 9 أشهر

I delivered 4+ end-to-end web and mobile applications using Node.js, React.js, and React Native, owning full-stack architecture from backend system design and API contracts through to polished, production-ready UI delivery.
I designed scalable, maintainable system architectures that supported rapid feature development while ensuring performance, reliability, and clean separation of concerns across services.
I engineered robust RESTful APIs and real-time communication layers using WebSocket and Socket.io, powering chat systems, presence tracking, and live data synchronization across web and mobile clients.
I built and optimized event-driven and real-time data flows, ensuring low-latency updates and consistent state management across distributed client applications.
I integrated WebRTC and VoIP capabilities to enable real-time audio and video communication, ensuring high availability and seamless user experience under varying network conditions.
I implemented secure integrations with third-party payment gateways, designing fault-tolerant transaction flows with retries, idempotency, and strong consistency to support regulated payment processing.
I enhanced system resilience by introducing structured error handling, logging, and monitoring strategies across backend services and external integrations.
I designed and implemented automated CI/CD pipelines with containerized build and deployment stages, reducing deployment time by 80% and significantly improving release reliability and rollback safety.
I configured Nginx for load balancing, reverse proxying, and traffic routing, enabling the platform to handle 5,000+ concurrent users with zero downtime during peak load conditions.
I optimized backend performance through efficient request handling, caching strategies, and database query tuning, improving system performance and availability by over 60%.
I implemented scalable data access patterns and indexing strategies across relational and NoSQL databases to support growing application demand.
I collaborated closely with product managers and designers to translate requirements into high-quality, user-centric features, ensuring strong alignment between backend capabilities and frontend experience.
I ensured mobile and web integration quality by maintaining consistent API behavior, handling edge cases, and delivering seamless cross-platform user experiences for 5,000+ active users.

Full Stack Engineer

Hazel Mobile, Lahore, Pakistan
Mar 2021 - Dec 2021 · 9 أشهر

I delivered 4+ end-to-end web and mobile applications using Node.js, React.js, and React Native, owning full-stack architecture from backend system design and API contracts through to polished, production-ready UI delivery., I designed scalable, maintainable system architectures that supported rapid feature development while ensuring performance, reliability, and clean separation of concerns across services., I engineered robust RESTful APIs and real-time communication layers using WebSocket and Socket.io, powering chat systems, presence tracking, and live data synchronization across web and mobile clients., I built and optimized event-driven and real-time data flows, ensuring low-latency updates and consistent state management across distributed client applications., I integrated WebRTC and VoIP capabilities to enable real-time audio and video communication, ensuring high availability and seamless user experience under varying network conditions., I implemented secure integrations with third-party payment gateways, designing fault-tolerant transaction flows with retries, idempotency, and strong consistency to support regulated payment processing., I enhanced system resilience by introducing structured error handling, logging, and monitoring strategies across backend services and external integrations., I designed and implemented automated CI/CD pipelines with containerized build and deployment stages, reducing deployment time by 80% and significantly improving release reliability and rollback safety., I configured Nginx for load balancing, reverse proxying, and traffic routing, enabling the platform to handle 5,000+ concurrent users with zero downtime during peak load conditions., I optimized backend performance through efficient request handling, caching strategies, and database query tuning, improving system performance and availability by over 60%., I implemented scalable data access patterns and indexing strategies across relational and NoSQL databases to support growing application demand., I collaborated closely with product managers and designers to translate requirements into high-quality, user-centric features, ensuring strong alignment between backend capabilities and frontend experience., I ensured mobile and web integration quality by maintaining consistent API behavior, handling edge cases, and delivering seamless cross-platform user experiences for 5,000+ active users.

Backend Developer

Hazel Mobile
Oct 2020 - Feb 2021 · 4 أشهر

I built a scalable reservation management system with modular backend services, role-based workflows, and well-defined API contracts, enabling seamless integrations and efficient extensibility for future features.
I designed the system with a service-oriented architecture, ensuring clear separation of concerns, maintainability, and the ability to evolve individual components without impacting the overall platform.
I developed and delivered a real-time chat and money transfer application, implementing secure transactional flows, robust authentication, and reliable backend processing to ensure data integrity and user trust.
I implemented safeguards such as idempotent operations, validation layers, and error recovery mechanisms to maintain consistency across financial transactions and messaging workflows.
I delivered custom Laravel-based solutions for enterprise clients, focusing on modular architecture, clean code practices, and clearly defined API boundaries to support long-term scalability and maintainability.
I collaborated with stakeholders to translate business requirements into structured technical solutions, ensuring alignment between system capabilities and operational needs.
I improved application scalability by over 40% through database query optimization, schema design enhancements, and backend throughput improvements across relational databases.
I introduced performance monitoring and optimization strategies, identifying bottlenecks and proactively improving system efficiency under increasing load.
I was promoted to a Full Stack Node.js role within 6 months in recognition of my performance, rapid learning, and consistent delivery of high-impact features across backend and frontend systems.

Backend Developer

Hazel Mobile, Lahore, Pakistan
Oct 2020 - Feb 2021 · 4 أشهر

I built a scalable reservation management system with modular backend services, role-based workflows, and well-defined API contracts, enabling seamless integrations and efficient extensibility for future features., I designed the system with a service-oriented architecture, ensuring clear separation of concerns, maintainability, and the ability to evolve individual components without impacting the overall platform., I developed and delivered a real-time chat and money transfer application, implementing secure transactional flows, robust authentication, and reliable backend processing to ensure data integrity and user trust., I implemented safeguards such as idempotent operations, validation layers, and error recovery mechanisms to maintain consistency across financial transactions and messaging workflows., I delivered custom Laravel-based solutions for enterprise clients, focusing on modular architecture, clean code practices, and clearly defined API boundaries to support long-term scalability and maintainability., I collaborated with stakeholders to translate business requirements into structured technical solutions, ensuring alignment between system capabilities and operational needs., I improved application scalability by over 40% through database query optimization, schema design enhancements, and backend throughput improvements across relational databases., I introduced performance monitoring and optimization strategies, identifying bottlenecks and proactively improving system efficiency under increasing load., I was promoted to a Full Stack Node.js role within 6 months in recognition of my performance, rapid learning, and consistent delivery of high-impact features across backend and frontend systems.

Junior Software Engineer

GreenSoftech Ltd.
Jul 2018 - Dec 2018 · 5 أشهر

I refactored legacy backend systems into modular, testable service layers, introducing clear separation of concerns and improving maintainability, which reduced server load by 70% and significantly enhanced overall system stability.
I modernized legacy codebases by introducing structured architecture patterns, improving readability, extensibility, and long-term scalability of core backend services.
I optimized API response flows and database access patterns through query tuning, indexing strategies, and efficient data retrieval, reducing end-to-end latency by 30% on high-traffic endpoints.
I implemented caching and performance optimization techniques to further improve responsiveness and reduce unnecessary load on backend systems.
I designed and deployed robust RESTful APIs for internal platforms and third-party integrations, establishing consistent contract standards, versioning strategies, and reliable error handling mechanisms.
I introduced reusable adapter and integration patterns, streamlining third-party service connections and reducing development time for new integrations by 50%.
I improved backend reliability by implementing defensive coding practices, structured logging, and proactive error handling across critical services.
I strengthened code quality through disciplined code reviews, targeted unit and integration testing, and adherence to best practices, reducing production bugs by 50%.
I contributed to a more resilient engineering culture by promoting maintainable code standards, improving collaboration, and ensuring long-term system health.

Junior Software Engineer

GreenSoftech Ltd., Lahore, Pakistan
Jul 2018 - Dec 2018 · 5 أشهر

I refactored legacy backend systems into modular, testable service layers, introducing clear separation of concerns and improving maintainability, which reduced server load by 70% and significantly enhanced overall system stability., I modernized legacy codebases by introducing structured architecture patterns, improving readability, extensibility, and long-term scalability of core backend services., I optimized API response flows and database access patterns through query tuning, indexing strategies, and efficient data retrieval, reducing end-to-end latency by 30% on high-traffic endpoints., I implemented caching and performance optimization techniques to further improve responsiveness and reduce unnecessary load on backend systems., I designed and deployed robust RESTful APIs for internal platforms and third-party integrations, establishing consistent contract standards, versioning strategies, and reliable error handling mechanisms., I introduced reusable adapter and integration patterns, streamlining third-party service connections and reducing development time for new integrations by 50%., I improved backend reliability by implementing defensive coding practices, structured logging, and proactive error handling across critical services., I strengthened code quality through disciplined code reviews, targeted unit and integration testing, and adherence to best practices, reducing production bugs by 50%., I contributed to a more resilient engineering culture by promoting maintainable code standards, improving collaboration, and ensuring long-term system health.

المشاريع

30mins

WebBuds · https://30mins.com/
المدة : 20-Jul-2023 - 19-Nov-2025

I built and scaled a unified scheduling and monetization platform with deep calendar and payment integrations, enabling seamless booking, conflict-free scheduling, and digital product sales. I improved backend reliability and API performance to support real-time availability, flexible pricing models, and high-volume user interactions.

المهارات

ماي إس كيو إل بوستجريس كيو إل مراجعة الشفرة نمذجة البيانات جراف كيو إل (GraphQL) ميكروسيرفيسز (نمط لتطوير التطبيقات) إنجنكس تعزيز الأداء ريأكت نيتيف (لتطوير التطبيقات المحمولة) ريأكت جي أس (إطار عمل لتطوير واجهات المستخدم) ريديس (قاعدة بيانات) الأنظمة الموزعة دوكر داينامو دي بي إكسبريس.جي إس جينكنز كوبرنيتيس مونجو دي بي نود جي.إس تيرافورم OpenAI (GPT-4o GPT-4 Turbo) Anthropic Claude (3.5 Sonnet 3 Opus) LangChain LangGraph LlamaIndex Vercel AI SDK OpenAI Agents SDK Model Context Protocol (MCP) Prompt Engineering Multi-Agent Systems Function Calling Structured Outputs Tool Use Retrieval-Augmented Generation (RAG) Agentic RAG Pinecone Weaviate Qdrant pgvector Chroma OpenAI Embeddings Hybrid Search Semantic Search Re-ranking Knowledge Graphs Chunking Strategies LangSmith Langfuse Helicone OpenTelemetry Prompt Versioning Evals Guardrails Cost Optimization Token Streaming Model Routing NestJS REST APIs tRPC WebSockets Socket.io Event-Driven Architecture Serverless Next.js (App Router Server Components) Tailwind CSS Streaming UIs AWS (Bedrock Lambda ECS S3 API Gateway CloudFront) Azure OpenAI Google Vertex AI GitHub Actions GitLab CI/CD Git JIRA Agile/Scrum TDD Pair Programming Technical Mentoring System Scalability Security (OAuth2 JWT GDPR) AI Product Engineering Architecture Ownership JavaScript TypeScript Python SQL OpenAI GPT-4o OpenAI GPT-4 Turbo Anthropic Claude 3.5 Sonnet Anthropic Claude 3 Opus
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