Work
2 products I built, and the client work behind them. 46 case studies in all.
Products
Selected client work
- AI assistantAn AI assistant that answers only from the agency's own catalogue, and hands ready leads to sales.AI assistant and booking backend for a travel agencyan Umrah and Hajj travel agency · Lead AI / ML engineer & architect
- MigrationA live multi-tenant platform moved from SQL Server to PostgreSQL.SQL Server to PostgreSQL migration for a food ordering platforma food ordering and delivery-aggregation platform · Devops / database migration engineer
- MigrationA live database moved to a new cluster, checked table by table.Migrating a live Cassandra datastore between clustersa consumer marketplace running on Cassandra · Data migration engineer
- PlatformA machine learning platform the data team runs inside its own cloud account.A self-hosted MLOps platform on Kubernetesa ride-hailing company · Mlops engineer
- Machine learningA computer vision model that finds damaged buildings in aerial images after an earthquake.Earthquake building-damage detection on AWS SageMakera national government ministry · Machine learning & cloud infrastructure engineer
- Data platformA data lake built as code, with access rules defined from the start.A governed data lake foundation on AWSa global management consultancy · Data engineer
More client work
2025
- A presigned upload pipeline for a custom GPU modela media processing startup · Cloud & ML infrastructure engineer
- A secure presigned URL service for direct-to-S3 uploadsan enterprise client needing secure file upload infrastructure · Cloud/backend engineer
- A natural-language SQL assistant for a data analysta mobile services company · Ai/ML engineer
2024
- Cognito-authenticated access scripts for a Bedrock-backed APIa software consultancy · Ai/ML engineer
- A serverless AI assistant for project scopinga project-management SaaS startup · Backend & AI systems engineer
- AWS network and database migration for a mobile game backenda mobile gaming company · Cloud infrastructure engineer
- RAG prototyping for a travel agency's tour cataloguean Umrah and Hajj travel agency · Ai/ML engineer
- A modular AWS foundation on Terraforma social media management platform · Cloud infrastructure engineer
- A video transcoding and secure streaming pipelinea video streaming platform · Cloud / backend engineer
- Moving a 70 GB WordPress site to Lightsailan enterprise client · Cloud machine learning specialist
- OAuth2 API integration for a product lifecycle gate (sample to serial)a manufacturer running a product information management system · Backend / integration engineer
- An enterprise EKS platform for a multi-service web applicationan enterprise software company · Cloud infrastructure engineer
- From spreadsheet to state machine: automating a batch job chaina card payment processing company · Cloud automation engineer
- An ECS platform with an encrypted data tier and a self-service deploy pipelinea digital media company · Devops engineer
- A vision-model OCR pipeline for restaurant menusa restaurant technology company · Ai/ML engineer
- Fine-tuning a small model to judge CVs against job postingsa recruitment technology company · Ml engineer
- An agent that provisions cloud infrastructure from plain Englishan internal cloud engineering team · Ai / ML engineer
- AWS infrastructure as code for a containerized web servicea software company running a containerized web application · Infrastructure engineer (terraform)
- Rolling out Amazon Q Pro to 40+ developersan enterprise engineering team · Cloud machine learning specialist
- AWS ECS infrastructure with Cloud Map service discoveryan agriculture-tech company · Devops engineer
- A multi-model Bedrock prototyping sandboxa mobile services company · Ai/ML engineer
- Parallel production and staging infrastructure on AWSa consumer web platform · Devops engineer
2023
- An EKS deployment platform for a B2C app migrationa B2C fintech product company · Cloud engineer
- Provisioning a production AWS platform with Terraform and GitHub Actionsa fintech proof-of-concept client · Cloud/devops engineer
- A multilingual Amazon Connect contact centre for a fintecha European fintech contact centre · Cloud and contact-centre engineer
- A serverless fine-tuning pipeline for personalized AI imagesa consumer AI photo app startup · Ai infrastructure engineer
- Chunking a multi-tenant ECS provisioning pipeline for reliabilitya business automation SaaS platform · Cloud infrastructure engineer
- Terraform infrastructure for a containerized backenda B2B SaaS backend team · Infrastructure engineer
- Kubernetes delivery of a licensed exchange platforma digital-asset exchange operator · Devops engineer
- AWS infrastructure proof of concept for a containerized backenda mobile application company · Devops engineer
- Redshift data warehouse scaffolda company building a Redshift analytics warehouse · Data engineer
- AWS infrastructure as code for a startup's web platforman early-stage startup · Infrastructure engineer
- Modular AWS infrastructure as code with Terraforman e-commerce brand · Infrastructure engineer