Products
School App (Saarvi), AI-Testing (Probix AI testing platform), MsgX, LooksX, ReCra, Community Platform, LeadWolf — full products with auth, data, and AI where it earns its keep.
About
Prathamesh Patil
Full Stack AI Developer
I'm Prathamesh Patil, a full-stack AI developer based in Maharashtra, India. I build production web applications, AI-powered systems, and developer tools, and contribute to open-source software including CVAT. This website documents my work, projects, and engineering writing.
I work as a full-stack software engineer and write as a technical blogger. Day to day that means shipping interfaces and services in the same release — React or Next.js on the client, Node.js or Django on the server — with applied AI behind ordinary auth, databases, and deploys rather than in a disposable demo.
At Unovative I own products like Searis and Sahayak end to end: Node / Next APIs, React admin, Firebase auth with roles, and performance work that cut page load by roughly three-quarters. At Patch ID / Func(Kode) I helped stand up an open-source developer community — Supabase login, onboarding, RSVP, and early personalized stats.
Upstream, I contribute to CVAT (cvat-ai) — the computer-vision annotation platform. My pull requests cover annotation-guide editor features, organization-switcher correctness, ground-truth annotation source preservation, layout fixes, and job-stage visuals; several are already merged into develop.
This journal is where I publish architecture explainers — request paths, data stores, and failure domains for public systems — grounded in docs rather than gossip.
On GitHub the trail includes School App (Saarvi), AI-Testing — a Probix AI testing platform — MsgX, LooksX, ReCra, and community tooling, plus study forks of large systems so the architecture notes here stay grounded in real code. I have completed my B.Tech in Artificial Intelligence and Machine Learning at Mumbai University / St John while working.
After you filter the assignment forks and hello-worlds.
School App (Saarvi), AI-Testing (Probix AI testing platform), MsgX, LooksX, ReCra, Community Platform, LeadWolf — full products with auth, data, and AI where it earns its keep.
Active contributor to CVAT (cvat-ai): UI fixes, annotation-guide tooling, org-switcher correctness, and ground-truth annotation behaviour — work that lands in a production ML annotation platform used at industry scale.
Strapi, Sentry, Vendure, MediaCMS, pretix — large open-source systems kept nearby so the architecture notes on this site stay grounded in real codebases.
Languages
Interface
Services
Data
Realtime
Applied AI
Top 5 owned repos on GitHub, sorted by last push. Updated 1 Nov 2026
| Pushed | Repository | Lang |
|---|---|---|
| 19 Oct 2026 | LinkedIn-Content-Writer-Automation-Bot 0 open · 7 merged
Latest merged:
#7 Refactor content generation and publishing logic | TypeScript |
| 12 Oct 2026 | Nectar-Environment-System 0 open · 8 merged
Latest merged:
#8 Aniket UI | TypeScript |
| 30 Aug 2026 | OutReach-Leads-Platform | TypeScript |
| 8 Aug 2026 | hh_goa_task_1 | TypeScript |
| 29 Jun 2026 | LeadWolf A developer growth/outreach tool rather than an email scraper. 0 open · 10 merged
| TypeScript |
Latest 5 pull requests and issues on cvat-ai/cvat.
| Updated | Kind | State | Title |
|---|---|---|---|
| 30 Oct 2026 | PR | open | #11334 Fix 8505 unsaved deleted frames leave |
| 23 Oct 2026 | PR | open | #10343 fix: prevent drag'n'drop from opening in browser when dropped in empty area of annotation guide editor |
| 23 Oct 2026 | PR | open | #10341 feat: add upload file button to annotation guide editor toolbar |
| 22 Oct 2026 | PR | open | #11352 Fix project Actions menu placement and styles |
| 22 Oct 2026 | PR | open | #11351 Fix task creation using only the active data source |