Sadi Mohammad Mustafa

Software Engineer

AI/ML and full-stack. Part of the team behind Canada's first orphan well plugging carbon credit issuance.

• Shipped real-time regulator dashboards in TypeScript + React backed by a Redis read-through cache, serving 600k+ AER/Petrinex records at sub-200ms latency.
• Built an event-driven S3 → SQS → ECS Fargate pipeline unifying Petrinex CSV, AER shapefiles, and Fortis GeoJSON into a single facility model, processing millions of records monthly; the data backbone behind Canada's first ACR-verified orphan well carbon credit issuance (125k+ tonnes).
• Designed a 4-layer idempotency strategy (S3 checksums, DynamoDB composite-key upserts, SQS dedup set, Redis ZADD NX) making pipeline re-runs safe across millions of monthly records.
• Cut DynamoDB write time from 40 min → 3 min via a 32-thread ThreadPoolExecutor with a matched HTTP connection pool; sped up Postgres loads 10x+ by replacing row-by-row INSERTs with COPY.
• Contributed to CarbonFree AI, a domain-specific LLM fine-tuned with QLoRA on AER/Petrinex data, served via vLLM with a pgvector RAG pipeline.
• Standardized infrastructure-as-code with AWS CDK, Docker, CodePipeline for zero-downtime deploys.

Full-Stack Developer (Co-op → Contractor)

Joined as a co-op and grew into a contractor role over 3+ years, shipping production apps for small-business clients.

• Shipped production web apps in Nuxt.js, React, and Django, owning features from Figma handoff through deployment.
• Refactored legacy services and built RESTful APIs with Django ORM and custom middleware, cutting average response times by 25%.
• Converted Figma prototypes into responsive, mobile-first components, dropping design-to-deployment turnaround from weeks to days.
• Set up CI/CD with GitHub Actions and Docker; automated marketing and ETL workflows in Python.
• Earned return offer from co-op based on technical performance and ownership; retained as contractor for 2+ additional years.

Software Developer Intern

Improved Quartus FPGA compile throughput by 12% by enhancing C++ compile system components on embedded Linux. Built a multi-threaded logging utility with POSIX pthreads on VxWorks, cutting debug cycle time during FPGA testing.

Crbon Labs: Carbon Credit Platform

Event-driven pipeline (S3 → SQS → ECS Fargate) processing millions of AER/Petrinex records monthly. The data backbone behind Canada's first ACR-verified orphan well carbon credit issuance (125k+ tonnes). CarbonFree AI served via vLLM with pgvector RAG.

TypeScript · React · Django · PostgreSQL/pgvector · Redis · DynamoDB · AWS (S3, SQS, ECS, CDK) · vLLM · QLoRA

WildfireIQ: RAG-powered Risk Intelligence

AI-driven wildfire risk platform. LangChain-backed RAG over NASA FIRMS satellite data across 238k+ energy sector facilities, vector-indexed with pgvector for sub-second natural-language queries.

Next.js · Django · LangChain · pgvector · GeoPandas · TensorFlow

Analytics MCP: Autonomous SEO Agent

Python backend that autonomously monitors and improves search performance for local businesses by reasoning over Google Analytics and Search Console through 18 structured MCP tools.

Python · FastMCP · Google Analytics API · Search Console API · asyncio

Exelan: Gamified Study Timer

Productivity platform with AI-powered session reflections, XP progression, streak tracking, and a real-time global leaderboard with anti-cheat validation.

Next.js · Express · PostgreSQL · Supabase · Prisma · OpenAI

Property Management Platform

Full-stack platform for Meadow Green with AI-powered tenant communication and real-time property management dashboards. 21+ properties, 100+ monthly users.

React · Node.js · MySQL · GPT-4 · Kafka · Docker

FrameForge: Real-time Framing Studio

Upload a photo, choose frames and mats, see changes rendered instantly via WebGL/Canvas. Integrates Shopify, Sage, and Canada Post for live checkout and shipping using MACH-aligned microservices.

Nuxt.js · WebGL/Canvas · Shopify · Sage · Canada Post · Jest

Castle Crushers: Tower Defense

2D tower defense game featuring A* pathfinding, procedural content generation, and dynamic AI behavior trees.

Unity · C# · A* · Behavior Trees

Bachelor of Science, Computer Science

Systems-focused CS program with integrated co-op. Same territory I ended up working in at Crbon Labs.

Coursework Data Structures & Algorithms · Software Engineering · Database Systems · Web Development · Operating Systems · Machine Learning · Distributed Systems · Computer Networks

Graph Developer · Associate

GraphQL and the Apollo stack end-to-end: schema design, Apollo Server 4, and Apollo Client 3 on the frontend. View credential