aayush bisen
software engineer in India
I'm currently working at Zemoso, building a network fault management platform for one of the largest broadband providers in the US, monitoring 250k+ networking devices daily, and prototyping AI agents to automate monitoring pipelines.
Before that, I spent 4 years at Health Vectors, building early AI-native PDF processing pipelines that generated 200k+ automated smart health reports and tools that scaled to millions more.
things i've shipped
the longer read. expand any project for the detail.
zemoso
since 2025network fault management platform real-time alarm pipelines for a top-5 US broadband provider go · kafka · grule · fastapi · mlflow
- an IBM Netcool replacement: alarm ingestion and correlation across 13 US markets, 250k+ devices monitored daily.
- rule-based fault detection migrated for 200+ device vendors on a grule decision engine.
- an AI agent (proof of concept) that drafts detection rules from customer requirements, with human-in-the-loop review to speed onboarding.
- llm workflow orchestration on mlflow gateway and fastapi: prompt versioning and API-driven execution.
health vectors
2021–2025pdf digitization tool turning messy lab PDFs into structured data with LLMs python · openai · gemini · mongodb · azure
- multi-step extraction, validation, and structured-data generation across wildly different PDF formats.
- prompt engineering, decision logic, and validation layers to harden llm output.
- 200k+ AI-generated health reports, including diagnostic labs that had no APIs to integrate.
maker-checker dashboard a validation tool so ops teams could trust the machine react · material ui
- a review-and-correct workflow for AI-digitized blood reports that cut validation time by 25%.
- frontend architecture built from scratch, up to 50% faster page loads than the previous platform.
smart health report generator the templating engine behind two million reports express · handlebars · puppeteer
- reusable handlebars partials cut redundant template code by 30%.
- scaled to 4,000+ requests a day and 2M+ reports generated.
open source & side projects
monday.com vibe design system open-source contributions to monday.com's component library typescript · react · storybook
- migrated core components (accordion, buttongroup, divider) from javascript to typescript across 3 merged PRs.
c1o2 a carbon-footprint calculator with a futuristic streak flutter · lottie
- estimates your footprint from travel, food, and household activity, then suggests ways to cut it.