All work
Work
Cloud & Production
Deployment, serverless, storage, CI/CD, monitoring, scaling and cost — where and how the service runs.
- Role
- Sole author — time-series ML and MLOps
- Domain
- Machine Learning & Data Science
- Stack
- Python · LightGBM · ARIMA / ARIMAX
- Result
- ~4M order rows processed
- Role
- Owner — AI pipelines and all prompt engineering
- Domain
- Generative AI & LLMs
- Stack
- Python · FastAPI · Anthropic Claude
- Result
- ~75s livery composition pipeline
- Role
- Built the entire system end to end
- Domain
- Automation & Agents
- Stack
- Python · Flask · Playwright
- Result
- ~25/day enquiries automated
- Role
- Primary developer and top committer
- Domain
- Generative AI & LLMs
- Stack
- Python · Flask · RabbitMQ
- Result
- ~160s case summarization
- Role
- Lead developer
- Domain
- Data & Document Intelligence
- Stack
- Python · FastAPI · AWS Textract
- Result
- ~93% routing accuracy
- Role
- Sole author — prompt, API, security and database
- Domain
- Data & Document Intelligence
- Stack
- Python · FastAPI · Anthropic Claude
- Result
- ~88% field extraction accuracy