Muhammad Umair

AI Software Engineer

Professional AI software engineer specializing in full-stack development
Professional headshot of Muhammad Umair, AI Software EngineerProfessional portrait photo of Muhammad Umair wearing business attire

worked with

UNICEF UK Logo
University of Greenwich Logo
SprintX Logo
Frizhub Logo
UNICEF UK Logo
University of Greenwich Logo
SprintX Logo
Frizhub Logo
UNICEF UK Logo
University of Greenwich Logo
SprintX Logo
Frizhub Logo

skills & expertise

comprehensive technology stack and specialized competencies

Languages

Core programming languages and markup

JavaScriptTypeScriptPythonJavaSQL

Frontend

Modern UI frameworks and libraries

React 18+React NativeNext.jsRedux / Redux-SagaContext APIExpoTailwind CSS

Backend

Server-side technologies and frameworks

Node.js / Express.jsPython (FastAPI, Flask)Java (Spring Boot)GraphQLREST APIsMicroservicesSocket.IO

Cloud & IaC

Cloud platforms and infrastructure as code

AWS (Lambda, S3, RDS, EventBridge, Amplify, CloudWatch)GCP (Compute Engine)TerraformCloudFormation

DevOps & Observability

CI/CD, monitoring, and automation tools

GitHub ActionsCircleCIJenkinsAWS CodeBuildCodemagicApp CenterDockerWebpackViteVercelNetlify

Data & Messaging

Databases and message queue systems

PostgreSQLMongoDBRedisApache KafkaREST APIsGraphQL

Generative AI

AI/ML platforms and integration tools

Claude CodeGitHub CopilotCursorChatGPT CLILangChainOpenAI API

Security

Security tools and best practices

OAuth 2.0AWS CognitoSecure-coding (OWASP Top-10)

Testing

Testing frameworks and methodologies

Jest / VitestCypressPlaywrightReact Testing LibraryJUnitE2E TestingTDD

Design & Tools

Development tools and design systems

Atomic Design SystemStorybookGitAndroid StudioXcodeESLintPrettierHusky

Monitoring & Analytics

Performance monitoring and analytics tools

SentryGoogle Analytics (GA4)LighthouseWeb VitalsPerformance Optimization
5+
Years Experience
20+
Projects Completed
50+
Technologies

education & certifications

academic foundation and professional achievements

Academic Education

MASTER'S
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MSc Data Science

Jan 2023 – Jan 2024

University of Greenwich

London, United Kingdom

Specialization: Specialized in Anti Money Laundering Technologies, Big Data, Data Visualization, and Applied Machine Learning.

Machine LearningData VisualizationBig DataAnti Money LaunderingPythonR
BACHELOR'S
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BSc Computer Science

Sep 2016 - Sep 2020

University of Management and Technology

Lahore, Pakistan

Specialization: Concentrated on Mobile Application Development, Advanced Web Technologies, Artificial Intelligence, and Machine Learning.

Mobile DevelopmentWeb TechnologiesArtificial IntelligenceSoftware EngineeringJavaJavaScript

Professional Certifications

Developer of the Month Award

SprintX

September, 2022

Team of the Month Award

SprintX

October, 2022

projects

selected projects showcasing my technical expertise

View Project
Project

BioMark

Developed a healthcare platform on React + React Query and FastAPI, using Terraform to provision ECS, Lambda and CloudWatch dashboards that surface real time patient telemetry and predictive analytics insights.

MERNPython/FastAPIAWS + TerraformGitLab CI
View Project
Project

LetzChat Real Time Translator

Co-built AI-driven subtitle & website translation engine that renders live streams and sites in 104 languages for partners such as Comcast SportsTech, delivering sub second latency and global audience reach.

PythonReactKafkaAWS + Terraform
View Project
Project

Desert Sign Trading LLC

Designed and developed dual mobile applications for a seamless advertising and printing service experience, facilitating online product orders and consignment management.

MERN StackAWSTwilio
View Project
Project

Vincere Health

Built an innovative health app focusing on tobacco cessation, combining user-friendly interfaces with smart technology to track and support user progress.

MERN StackAWSJavaScript
View Project
Project

London Riders (PCO car hire and rent)

Developed a comprehensive car rental and hire platform, integrating geolocation services for efficient user navigation and real-time car tracking.

MERN StackAWSGeolocation
View Project
Project

Path Signals

Created a cryptocurrency investment platform, enabling users to subscribe to different trading strategies and apply profit trend filters for optimized investment decisions.

MERN StackAWSBinanceCoinbase+1

professional experience

career journey and key achievements

Data Integrations Developer

UNICEF UK
Feb 2025 – Present
London, United Kingdom

Role Description & Key Achievements:

  • Built GitLab CI gated Salesforce to Snowflake ETL (Python, SQL, AWS Lambda), cutting nightly load time 45%.
  • Optimized SQL (CTEs, window functions) to reconcile 5M rows with 99.8% accuracy and zero critical Sonar findings.

Technologies & Skills:

PythonSQLAWS LambdaSalesforceSnowflakeGitLab CI

Software Developer – Data Mining

University of Greenwich
Jul 2023 – Sep 2023
+
London, United Kingdom

Role Description & Key Achievements:

  • Developed LangGraph ML pipeline (Python) on 100GB data, throughput +30% with secure-coding.
  • Authored SQL analytics scripts that improve accuracy of reconciliation 30%, results adopted by the AML research team.

Technologies & Skills:

PythonLangGraphMachine LearningSQLData Mining

Software Engineer

SprintX
Jan 2022 – Dec 2022
+
Lahore, Pakistan

Role Description & Key Achievements:

  • Delivered cross-platform apps with React 18 and React Query, sustaining a four star App Store rating.
  • Orchestrated CI / CD through CircleCI + Jenkins, reducing the release lead time by 60% & enforcing the SonarQube gates.
  • Increased unit test coverage 55 to 85% using Jest & React Testing Library, reducing production regressions 40%.

Technologies & Skills:

React 18React QueryCircleCIJenkinsSonarQubeJest

Software Engineer

Frizhub
Jan 2020 – Dec 2021
+
Lahore, Pakistan

Role Description & Key Achievements:

  • Integrated native modules, championing secure-coding and code-excellence, crash rate down 25%.
  • Provisioned AWS/GCP Docker stacks with Jenkins, SonarQube, and Terraform, halving deployment time.

Technologies & Skills:

React NativeAWSGCPDockerJenkinsTerraform

contact

let's build something amazing together

I'm always interested in new opportunities and collaborations. Whether you have a project in mind, want to discuss technology, or just want to say hello, feel free to reach out.

location
London, United Kingdom

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