Sadi Mohammad
Mustafa
Busy building high-performance data platforms at Crbon Labs. Specialized in processing 600K+ energy sector datasets with sub-200ms response times.
Who Am I
Background
I'm a full-stack software engineer with 3.5+ years of experience building high-performance, cloud-native applications. At Crbon Labs, I design data platforms that process hundreds of thousands of datasets from the Alberta Energy Regulator, using TypeScript + React on the front, Django/PostgreSQL on the back, and AWS serverless infrastructure underneath.
Expertise
My background spans React/Next.js, Node.js, Docker, and CI/CD pipelines, with a focus on delivering systems that balance speed, reliability, and scalability. I enjoy solving challenges at the intersection of performance and maintainability, from sub-200ms dashboards to fault-tolerant ingestion pipelines.
Entrepreneurship
Beyond engineering, I've launched and operated multiple ventures, which sharpened my ability to ship fast, think lean, and deliver real business impact. This experience taught me to balance technical perfection with practical business needs.
Philosophy
I thrive in roles where technical excellence meets purpose, building products that empower people and move industries forward. Every line of code should solve real problems and create meaningful value.
Work History
Software Engineer
Building high-performance dashboards and automated big-data pipelines for energy sector analytics
- >Built real-time TypeScript + React dashboards to query/visualize 600k+ AER/Petrinex records with sub-200ms responses
- >Automated big-data pipelines in AWS (EventBridge, Lambda, ECS, S3, Step Functions) scaling to millions of records monthly
- >Architected Django REST + PostgreSQL services with idempotent ingestion, cutting duplicate data errors by 30% and improving credit-calculation reliability across 185k+ carbon credit sales
- >Standardized deployments with AWS CDK, Docker, and CodePipeline—reducing environment setup from 2 days to 2 hours and enabling zero-downtime releases with 40% faster release cycles
Full Stack Developer
Developed production web apps and APIs for small-business clients, modernizing UX and streamlining backend workflows.
- >Delivered production apps with Nuxt.js, React.js, and Django, improving client UX and operational workflows
- >Refactored legacy code and built RESTful APIs with Django ORM and custom middleware, boosting performance and maintainability
- >Implemented CI/CD pipelines with GitHub Actions and Docker, raising deployment reliability and increasing automated test coverage to 85%+
Web Developer Co-op
Built responsive components and interactive features from design prototypes, accelerating client project delivery.
- >Converted Figma prototypes into responsive, mobile-first components with Vue.js (Nuxt) and React (Next), reducing feature delivery time by 40%
- >Developed dynamic product pages, reusable UI libraries, and interactive visual editors used across multiple client sites
- >Earned a return offer as contractor based on strong technical performance, ownership mindset, and reliability
Software Developer Intern
Enhanced FPGA compile systems and embedded system performance
- >Enhanced Quartus FPGA compile system components in C++ on embedded-Linux, improving compile throughput by 12%
- >Developed a multi-threaded logging utility with POSIX pthreads for real-time diagnostics on VxWorks
Featured Projects
WILDFIRE RISK ANALYTICS
Environmental risk assessment platform integrating NASA FIRMS satellite data with 238K+ energy sector facilities using advanced geospatial analytics
FRAMEFORGE — REAL-TIME FRAMING STUDIO
Upload a photo, choose frames and mats, and see changes rendered instantly via WebGL/Canvas; integrates Shopify, Sage, and Canada Post for live checkout and shipping using MACH-aligned microservices.
Education
Bachelor of Science
Computer Science
- >Developed strong foundation in computer science fundamentals and software engineering principles
- >Gained hands-on experience through co-op positions and internships
- >Applied theoretical knowledge to real-world projects and industry challenges
Key Coursework
Technical Stack
Languages
- JavaScript
- TypeScript
- Python
- SQL
Frameworks
- React.js
- Vue.js
- Django
- Node.js
- GraphQL / REST APIs
Databases
- PostgreSQL
- DynamoDB
- MongoDB
- Redis
Tools & DevOps
- AWS
- Docker
- Github
- CI/CD
- Cypress / Jest
- GitHub Workflows