The work
Alfa HazardX spans an unusually wide stack for one designer. Embedded C++ on a fabricated board, driving eight sensing elements across eleven channels. A Postgres data model with row-level security, so one plant cannot see another. A realtime operator dashboard in TypeScript. A behaviour-signature engine written identically for the node and the server. And a deliberately constrained use of a generative model.
The parts that show the most engineering judgement are the ones that made the system smaller rather than larger. The alarm was pushed down onto the node so it survives a network outage. The generative layer was gated behind severity, a cooldown and an availability check, so a language model can never delay or override a safety decision. The adaptive scanner waits for the motor to acknowledge its move rather than sleeping for a fixed delay, removing a whole class of silently wrong bearings. None of those choices add features; each removes a failure mode.
The invention
The method behind Alfa HazardX is the subject of Indian patent application 202641098309, filed at The Patent Office, Chennai on 13 August 2026 as an ordinary application with a complete specification, with Agresh Agrawal as the named applicant. The application was published on 21 August 2026 under Section 11A and appears in the public register.
The filing covers multi-sensor fusion, predictive threshold forecasting and generative-AI-assisted hazard analysis as one method — specifically the arrangement in which a deterministic layer holds authority and the generative layer is advisory. The status is checkable by anyone on the public register; the link is below.
Before this
Alfa HazardX is not a first project, which matters mainly because the earlier ones are where the engineering habits came from. Alfa Motors was a hardware venture producing mini car models, and the first time the gap between a thing that works on a bench and a thing you can ship had a price attached to it. HealthMate is an AI health companion covering symptom tracking, vitals and reminders. MunifyX was a SaaS platform for Model United Nations preparation, since wound down — recorded here because a founder page that lists only the things that worked is a sales page.
There is also work outside engineering. The Transmission, an animated short film, was an official selection at the 38th Girona Film Festival and at Seoul Indie-AniFest in 2025. It is relevant to this site for one reason: the same person made the deployment photography, the diagrams and the 360 clip you see throughout it, which is why the visual material here is first-party rather than licensed.
- Alfa HazardX — multi-sensor industrial hazard monitoring; patent application 202641098309
- Alfa Motors — hardware venture, mini car models
- HealthMate — AI health companion: symptom tracking, vitals, reminders
- MunifyX — SaaS for Model United Nations preparation (wound down)
- The Transmission — animated short; Girona Film Festival 2025, Seoul Indie-AniFest 2025
- Finalist, Miami Art Tech Summit 2025 · Best Innovation Award, Techfest Blixathon
What he actually builds with
Listed because a founder page for an engineering company should be specific about the tools rather than gesture at competence. These are the parts of the stack Alfa HazardX is built from, and they are the same ones on his own site.
- Embedded — microcontroller firmware, C++, sensor integration, stepper actuation
- Backend — Node.js, Postgres with row-level security, Supabase, Python, Django
- Frontend — TypeScript, React, Next.js, realtime dashboards
- Applied AI — generative models behind deterministic gating, signature matching, prompt design
- Hardware & CAD — enclosure design, board layout, fabrication and bring-up
How to reach him
Technical questions about Alfa HazardX are best sent through the enquiry form, which reaches him directly rather than a queue. He can also be reached at agresh@agreshagrawal.com. His wider work, including the projects above, is at https://agreshagrawal.com.
