a3f91c
2025 – now
patent analysis pipeline & structured reporting
HEAD
origin/main
Multi-step evaluation pipeline for patent novelty. Parallel claim processing,
prior art ranking, and automated report generation.
+ LangGraph
+ OpenRouter
+ Pinecone
- React
- NextJS
7d2e88
2024
AI learning assistant, backend coordination
Webby nom.
Backend lead on ZOC.AI, an intelligent learning platform handling transcription,
summarisation, and translation workflows.
+ FastAPI
+ AWS Step Functions
+ LangChain
+ AirFlow
- PHP
- Nextflow
c91a04
2023
legacy PHP → NestJS migration, first lead role
First time leading a team. Inherited a PHP codebase at a bioinformatics startup
and kicked off a full rewrite to NestJS, founder cancelled the contract mid-way
to take it in-house.
+ NestJS
+ PHP
44bc70
2022
NGS core APIs, stability & observability
API stabilisation, logging improvements, monitoring and alerting on a suite
of async Python services.
+ asyncio
+ Datadog
f3d219
2020 – 21
explorer dashboard, frontend deep dive
Webby Award
Two years on a journey-tracking platform for explorers. The most
frontend-heavy stretch of my career, built the full stack from React UI
to serverless backend.
+ React
+ NextJS
+ Elastic Search
+ AirFlow
+ AWS Lambda
+ AWS ECS
- Scrapy
- Docker Swarm
9a1f55
2019
scraping infra for insurance fraud detection
Scraping system targeting major automotive platforms to surface fraudulent listings.
Data monitoring and validation at scale.
+ Docker Swarm
- Hadoop
b80e31
2018
distributed crawling, accommodation industry
Large-scale crawl infrastructure for client satisfaction analysis in hospitality.
Reports and data pipelines on Hadoop.
+ Hadoop
+ Scrapy
0000001stash{1}
2017
initial commit
Statistics and political science background. Started with Python, JavaScript, SQL.
No idea what I was getting into.
+ Python
+ JavaScript
+ SQL