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.
Prathamesh Patil
Full Stack AI Developer · Palghar, Maharashtra · Mumbai
I work as a full-stack software engineer — React and Next.js on the client, Node.js or Django on the server — with applied AI shipped in the same production stack as the rest of the product. I also write as a technical blogger: studying large public systems and publishing clear architecture notes for practitioners.
- Role
- Full-Stack AI Developer, Unovative
- Also
- Patch ID · CVAT contributor
- Station
- Palghar · Mumbai, India
- Working in
- TypeScript · Python · Flutter
Latest entry · 2026-09-03 Standardizing Agentic Java Workflows with Alibaba's Open-Source Stack 23 min →
open to full-stack roles prathampatil7798@gmail.com GitHub LinkedIn Résumé
Service record
From LinkedIn — product work first, then open-source community tooling.
-
Feb 2025 — now current
Full-Stack AI Developer
Unovative
Managing products like Searis and Sahayak end to end — Node / Next APIs, React admin, Firebase auth with RBAC. Cut load time ~75% and raised backend resilience ~33% with caching, splitting, and rate limits. Shipped features on ProParent.org with design and product.
-
May 2025 — now current
Full-Stack AI Developer
Patch ID · Func(Kode)
Founding-team work on an open-source developer community as well as a PaaS product - Patch ID: Supabase auth, onboarding and RSVP flows on Next.js, and the early data model for personalized stats dashboards.
-
2025 — now current
Open Source Contributor
CVAT · cvat-ai
Upstream contributions to Computer Vision Annotation Tool: twenty-plus pull requests spanning UI polish, annotation-guide editor features, organization-switcher fixes, ground-truth annotation source preservation, and job-stage visuals — several merged into develop.
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Nov 2022 — Aug 2025
Content Writer
Faxscience
Long-form technical and product writing alongside engineering study — the practice that became this journal.
-
Nov 2024 — Feb 2025
WordPress Intern
Astrac Private Ltd.
Client sites and theme work — first real lesson in other people's deadlines and editors who need to own the CMS.
Reading the repos
github.com/prathamesh-patil-5090 — ~88 public repos. The useful pattern is products, practice yards, and study forks.
Upstream
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.
Study forks
Strapi, Sentry, Vendure, MediaCMS, pretix — large open-source systems kept nearby so the architecture notes on this site stay grounded in real codebases.
Schooling
-
2022 — 2026
B.E. / B.Tech, Artificial Intelligence
Mumbai University · St John College of Engineering and Management
Inventory
What I reach for first. Ordered by how often, not how new.
Languages
- TypeScript
- JavaScript
- Python
Interface
- React
- Next.js
- React Native
- Flutter
- Astro
- Tailwind
Services
- Node.js
- Express
- NestJS
- Django
- Next API routes
Data
- PostgreSQL
- MongoDB
- Supabase
- Firebase
- Redis
- Neon
Realtime
- WebSockets
- Socket.IO
- WebRTC
- mediasoup
- Kafka
Applied AI
- RAG / embeddings
- OpenRouter
- Groq
- TensorFlow
- NLTK
Selected builds
AI-Testing (Probix AI)
An AI testing platform under the Probix AI name — a place to where AI tests your APIs and applications and you see results clearly before you trust them in a real product. Sign-in, a simple landing, and the core flows are already in place so the idea can grow into a full service.
NestJS · Prisma · PostgreSQL · Next.js · shadcn/ui · Passport
School App (Saarvi)
School management for admins, teachers, students, and parents: attendance, homework, notices, timetable, fees, and marks. NestJS + Prisma + PostgreSQL on the backend; Flutter (Riverpod) on mobile and web, with an AI layer for lesson plans, quizzes, report remarks, and progress analytics.
NestJS · Prisma · PostgreSQL · Flutter · Riverpod · JWT
CVAT contributions
Upstream PRs on CVAT, the computer-vision annotation platform — annotation-guide editor uploads, organization-switcher fixes, GT annotation preservation, and UI cleanups. Twenty-plus pull requests, several merged into develop.
TypeScript · React · Python · Django
MsgX
Real-time messaging and voice calling: React Native client, Django + WebSockets, Redis channel layer, and a mediasoup SFU for WebRTC calls — split across dedicated repos so each service can scale on its own.
React Native · Django · WebRTC · mediasoup · Kafka · Redis
Community Platform
Posts, comments, notifications, search, and admin — Next.js and MongoDB, growing a Craft.js block builder so communities can assemble their own pages.
Next.js · NextAuth · MongoDB · Craft.js
ReCra
Resume builder with an ATS score. Models I trained locally, so matching a resume to a job posting costs nothing per request.
React · Django · NLTK · scikit-learn · TensorFlow
Journal
Architecture notes, implementation stories, and engineering write-ups.
Alibaba Java agentic workflows Standardizing Agentic Java Workflows with Alibaba's Open-Source Stack Explore how Alibaba leverages Spring AI, Spring Cloud, Fastjson, and P3C to enforce Java code quality, secure multi‑agent workflows, and streamline enterprise‑… 2026-09-03 23 min 
Hybrid Cloud Orchestration Walmart: Orchestrating Hybrid Infrastructure Across Distributed Retail Sites Explore Walmart’s hybrid cloud strategy that unifies Amazon EKS Anywhere, AWS serverless services, and event‑driven automation to manage 10,000+ edge stores at… 2026-09-03 26 min 
Hybrid Cloud Orchestration Orchestrating Hybrid Clouds and Vector Pipelines with AWS Serverless for Instagram Explore Instagram Architecture's hybrid cloud strategy using AWS Serverless, EKS Anywhere, DynamoDB vector search, and guardrails for AI agents, boosting relia… 2026-09-03 28 min 
Twitter caching stack Scaling Caching and Media Pipelines with Twitter's Open-Source Stack Explore how Twitter tackles connection storms, modular caching with Pelikan, Twemproxy, Finagle RPC, and the Twitter Image Pipeline for sub‑100 ms media delive… 2026-09-03 28 min 
Meta AI storage blueprint Inside Meta's AI Storage Blueprint at Scale Explore how Meta tackles the compute‑storage gap with tiered storage, high‑speed interconnects, and architecture innovations that boost AI training velocity an… 2026-09-03 24 min 
LinkedIn gRPC migration Inside LinkedIn's Architecture: Migrating to gRPC, Databus, and Venice Explore LinkedIn's shift from Rest.li to gRPC, the Databus change‑capture pipeline, and the Venice derived‑data platform that powers its massive member graph. 2026-09-03 28 min Recent repo activity
Top 5 owned repos on GitHub, sorted by last push. Updated 5 Sept 2026
| Pushed | Repository | Lang |
|---|---|---|
| 30 Aug 2026 | LinkedIn-Content-Writer-Automation-Bot 0 open · 3 merged
Latest merged:
#3 Refactor LinkedIn post formatting and uniqueness checks | 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 |
| 30 May 2026 | card-webhook | HTML |
CVAT upstream
Latest 5 pull requests and issues on cvat-ai/cvat.
| Updated | Kind | State | Title |
|---|---|---|---|
| 1 Sept 2026 | PR | open | #10771 Fix 9021 |
| 18 Aug 2026 | PR | open | #10811 Fix/issue 10776 |
| 31 Jul 2026 | PR | open | #10981 Add icons and colors for job stages and states |
| 27 Jul 2026 | PR | closed | #10340 Fix annotation guide unsaved changes & back-navigation |
| 26 Jul 2026 | PR | open | #10341 feat: add upload file button to annotation guide editor toolbar |