Muhammad Umair

Muhammad Umair Aslam | Senior Software Engineer- - linkedin.com/in/muhammad-umair-bb390380 SUMMARY With 8 years of Full Stack Development experience, I specialize in building scalable, high-performance systems using React, Node.js, Next.js, and Python. I design and implement AI/ML solutions that enhance both frontend and backend architectures, leveraging advanced algorithms for predictive analytics, natural language processing, and automated decision-making. My expertise includes optimizing data flows, integrating machine learning models, and developing real-time, data-driven applications. I work closely with cross-functional teams to ensure seamless integration of AI technologies, delivering solutions that drive innovation and exceed business objectives. I’m currently looking for new challenges to apply my expertise in AI-powered software development and contribute to next-gen technology solutions. RELEVANT EXPERIENCES Senior Software Engineer | Viral Square Oct 2023- Sep 2025 ●​ Developed Spatial.io, a virtual metaverse using React, Python, Django, and AWS, integrating AI features like TensorFlow-based predictive analytics and NLP for personalized user experiences. ●​ Built scalable APIs and microservices with FastAPI, Flask, and Node.js, using AWS Lambda for serverless functions and optimized data flow via WebSocket and socket.io ●​ Developed a dynamic e-commerce platform using React.js, Next.js, and Node.js, focusing on server-side rendering (SSR) and scalable front-end components to improve performance and SEO. ●​ Integrated AI-powered recommendation systems and machine learning models with TensorFlow and PyTorch, driving personalized user interactions and improving engagement by 30%. ●​ Implemented server-side rendering with Next.js and integrated GraphQL for optimized data queries and faster page loads. ●​ Integrated OpenAI APIs to enhance user interactions by implementing AI-powered features such as chatbots and content recommendations, delivering more personalized and engaging experiences. ●​ Managed backend on AWS, deploying services using ECS, Lambda, and DynamoDB to ensure scalability and efficient container orchestration. ●​ Set up CI/CD pipelines using Docker, Kubernetes (EKS) for rapid deployment and continuous integration. ●​ Integrated payment systems like Stripe and PayPal, using fraud detection AI models for secure transactions and documenting APIs with Swagger. ●​ Streamlined CRM functions with HubSpot and implemented AI-driven lead scoring for efficient sales management. ●​ Used Jest and Enzyme for automated testing, ensuring robust code quality with unit, integration, and E2E tests. ●​ Implemented real-time features with Socket.io for live updates and chatbot integration. Tech Stack: React.js, Node.js, Next.js, Python, Django, FastAPI, TensorFlow, PyTorch, AWS (Lambda, EC2, ECS), GraphQL, Docker, Kubernetes, Stripe, PayPal, MongoDB, PostgreSQL, Redis, HubSpot, WebSocket, Socket.io, AI/ML, Jest, Swagger.​ ​ Full Stack Engineer | NextBridge Ltd. June 2021 - Sep 2023 ●​ Architected and developed interactive user interfaces with React.js and Next.js, ensuring responsive design and a seamless user experience across platforms, while leading the design and implementation of backend services using Node.js and NestJS for efficient API integration and optimized server-side logic. ●​ Led the development of real-time collaboration features using React.js and Python-based APIs, enhancing interactivity and user engagement through scalable backend services hosted on AWS Lambda. ●​ Built high-performance APIs with FastAPI and Node.js (NestJS), implementing RESTful and GraphQL endpoints to optimize data exchange and platform performance while ensuring low-latency communication. ●​ Implemented machine learning models with TensorFlow and AWS SageMaker, automating content personalization based on real-time data analysis, resulting in improved user experience and higher engagement metrics. ●​ Designed and implemented scalable architectures, utilizing PostgreSQL for relational data management and Firebase for authentication and real-time data syncing, optimizing data storage and interactions for better system performance. ●​ Developed real-time communication features using WebRTC and WebSocket, ensuring low-latency interactions for collaborative virtual environments and enhancing user experience in real-time applications. ●​ Deployed containerized applications using ECS and managed Kubernetes orchestration with EKS, ensuring scalability and efficient deployment across microservices. ●​ Led cross-functional teams, conducted code reviews, and ensured automated testing for quality assurance, maintaining high code standards and consistent functionality across platforms. Tech Stack: React.js, Node.js, NestJS, Python, FastAPI, Flask, RESTful APIs, GraphQL, PostgreSQL, Firebase, WebSocket, Socket.io, Next.js, Express.js, AWS Lambda, ECS, EKS, WebRTC, AI/ML (TensorFlow, AWS SageMaker), Kubernetes, Vercel, Three.js, Sentry, SendGrid. Software Engineer | Tangent Technologies ​ ​ ​ ​ ​ Aug 2019 - May 2021 ●​Developed interactive user interfaces with React.js, ensuring responsive design and optimized performance for seamless user experiences across both web and mobile platforms. Built backend services using Node.js, focusing on server-side logic and API integration for scalability, security, and high performance. ●​Led the agile development process, managing sprints, conducting daily stand-ups, and driving iterative progress with cross-functional teams to ensure timely feature delivery. Facilitated code reviews and maintained high code quality by integrating automated testing into the CI/CD pipeline. ●​Developed scalable RESTful APIs with Node.js, enabling seamless integration with social media platforms (e.g., Twitter, Facebook, Instagram) for real-time data exchange, social login integration, and live feed updates to enhance user experience. ●​Designed and optimized relational and non-relational databases, using PostgreSQL for structured data and MongoDB for unstructured data. Implemented indexing, complex joins, and partitioning for efficient data retrieval and high-performance query handling. ●​Utilized AWS for cloud infrastructure management, deploying backend services on EC2, Lambda, and RDS for optimized data management, and using DynamoDB for fast, low-latency operations. Leveraged ECS and Kubernetes (EKS) for containerized microservices to ensure scalability and high availability. ●​Implemented real-time communication features with WebSocket and Socket.io, enabling low-latency interactions in applications such as messaging, notifications, and collaborative tools, ensuring fast data exchanges and a dynamic user experience. ●​Integrated payment gateways like Stripe and PayPal, incorporating fraud detection AI models to ensure secure transactions and smooth user experiences. ●​Designed and managed CI/CD pipelines using Docker and Kubernetes, automating deployment and testing, while ensuring smooth rollouts and scalability for large traffic spikes. ●​Optimized data storage and retrieval by incorporating Redis for caching, reducing database load and enhancing application response times. Tech Stack: React.js, Node.js, Python, FastAPI, AWS (Lambda, EC2, RDS, DynamoDB, S3), PostgreSQL, MongoDB, Redis, WebSocket, Socket.io, Docker, Kubernetes (EKS), Stripe, PayPal, Jest, CI/CD, GraphQL, Sentry, AI/ML (TensorFlow, PyTorch), NLP, OpenAI API, Social Media API Integrations. TECHNICAL SKILL Frontend React, Next.js, Redux, Redux-Thunk, Redux-Saga, JavaScript, TypeScript, Context API, TailwindCSS, Bootstrap, SASS/LESS, Three.js, Gatsby, React MUI, Webpack, Babel, AJAX, jQuery, Semantic UI, Highcharts, D3.js, Chart.js, Emotion, Styled Components, Storybook, Framer Motion, Figma.​ Backend Node.js, Express.js, Nest.js, Python, AI/ML, Django, Flask, FastAPI, JavaScript, TypeScript, TensorFlow, Apollo Server, WebSocket, NLP, LLM, Microservices Architecture, Server-side Rendering (SSR), RabbitMQ, Apache​ Kafka, Tokens (JWT), Passport.js,Socket.io, Generative AI​ DBs & DevOps MongoDB, MySQL, PostgreSQL, GraphQL, Firebase, RESTful APIs, AWS (Lambda, DynamoDB, RDS, SQS, Cognito, CI/CD Pipelines, S3, EC2, CloudFront, ECS, EKS, API Gateway), Google Cloud Platform, Microsoft Azure, DigitalOcean, Kubernetes, Docker, Jenkins, Git, GitHub, GitLab, SendGrid, Twilio, Heroku, Prisma ORM, Amplitude, 3rd Party Integrations, Stripe, Paypal, Mapbox, Jest, Enzyme, Cypress MAJOR PROJECTS Project 1: Hipcamp – Outdoor Accommodation Platform - https://www.hipcamp.com ​ Led the development of AI powered property listing and booking management features using Python, FastAPI, and React. Implemented state management with Redux and integrated Zendesk, Twilio, and Google Maps for enhanced user support and experience. Used AI/ML to predict booking trends and personalize search results, improving engagement and streamlining the booking process. Project 2: Illumy – Comprehensive Messaging and Communication Platform - https://www.illumy.com/ ​ Developed Illumy, a messaging platform integrating instant messaging, email, and calling. Built with React.js and TailwindCSS for the frontend, and Node.js with Express.js and GraphQL for the backend, I implemented real-time communication with Socket.io. Data is managed with MongoDB, and AWS Lambda handles serverless processing, while JWT ensures secure authentication and SendGrid manages email communication. EDUCATION Bachelor’s Degree - Software Engineering | University of Punjab, Lahore