- 🎓 B.Tech CSE (AI & ML) at Parul University, Vadodara
- 🍎 Admin of the Swift Coding Club, building the tools that run the university's AATCe Apple Lab: the attendance kiosk, the Swift Student Challenge registration system, and more
- 🧠 Putting machine learning on the device: object detection for blind users, emotion detection in a chat companion, and AI agents that review code
- 📱 Shipping with SwiftUI, ARKit and RealityKit on Apple platforms, and Kotlin + TensorFlow Lite on Android
- 🔬 Keeping a public AI research journey: PyTorch on Intel Arc, papers, experiments
- 📸 Photographer on the side
| Project | What it does | Built with |
|---|---|---|
| Hound | Anti-money-laundering investigation agents that follow the money through a graph database, remember every case, and write reports where every sentence cites a Cypher query. Graph Hacks 2026. Live demo | Python · FalkorDB · AI agents · MCP |
| EchoNav | Offline navigation companion for blind and low-vision users. Detects nearby objects in real time and describes them through voice and haptics, with nothing leaving the phone. | Kotlin · TensorFlow Lite · EfficientDet-Lite2 |
| Code Review OpenEnv | Reinforcement-learning environment where AI agents learn to find bugs, rate their severity and suggest fixes, graded like a senior reviewer would. | Python · FastAPI · Docker |
| IntelliCredit AI | Reads multi-page financial documents (PDF, XLSX, DOCX) and writes a credit appraisal memo through a 4-layer risk engine. | Python · TypeScript · Docker |
| PO | On-device AI companion for Android with emotion and intent detection (DistilBERT on TFLite) and switchable personas. | Kotlin · TFLite · DistilBERT |
| Project | What it does | Built with |
|---|---|---|
| LUME | An immersive, spatial-computing AR journal, built for the WWDC Swift Student Challenge. | SwiftUI · ARKit · RealityKit |
| Fragments | An interactive, narrative-driven App Playground, built for the WWDC Swift Student Challenge. | SwiftUI · PencilKit · MVVM |
| The Room | A free, privacy-first mental wellness app for Indian students, built at IndeHub Hackathon 2026. | SwiftUI · Python · PostgreSQL |
| AATCe Apple Lab | Face-recognition check-in for the club's Apple Lab: on-device recognition on the lab iMac, a Supabase backend and a faculty dashboard, hosted for $0. | Swift · TypeScript · Supabase |
- Swifters: attendance system for the Swift Coding Club (live)
- SSC Registration: the club's Swift Student Challenge registration system
- Tinkering Hub WhatsApp Bot: lets students browse every campus club from WhatsApp, on the official Cloud API
- Puma: a Luma-style campus event platform for Parul University (in progress)
- apple/swift-argument-parser · #884 Ordered multi-option collection support (open)
- blockseblock-labs/India-Accelerator-OpenXAI-2025 · #422 AI tutor (open)
- 🍎 Built two apps for the WWDC Swift Student Challenge: LUME and Fragments
- 🛠️ Hackathons: The IndeHub Hackathon 2026 (The Room) · Graph Hacks 2026 by WeMakeDevs × FalkorDB (Hound) · OpenEnv Hackathon (Code Review OpenEnv) · Parul University Environment Hackathon 2026 (EcoSense AI) · OpenXAI 2025 India Accelerator
- 🌍 Open-source pull request to apple/swift-argument-parser
- 👥 Admin of the Swift Coding Club, Parul University; built the AATCe Apple Lab attendance kiosk and the club's Swift Student Challenge registration system
- 🧑🏫 Wrote a 6-week Swift and SwiftUI teaching course around a real app
AI / ML
Apple & mobile
Web & backend
Tools & other languages
- Working through Phase 0 of my AI research journey
- Building Puma and the next version of the AATCe Apple Lab system
- Running the Swift Coding Club's Swift Student Challenge 2027 registrations
- Research interests: LLMs, multimodal models, on-device inference, AI safety
- 🎉 Merged PR #3 in manav-Mnv/puma
- 🚀 Published release mnvv.netlify.app 1.0 in manav-Mnv/M-N-V---webpage
- 🚀 Published release Swifters 1.0 in manav-Mnv/swifters
- 🚀 Published release Code Review OpenEnv 1.0: OpenEnv Hackathon submission in manav-Mnv/code-review-env-
- 🚀 Published release IntelliCredit AI 1.0 in manav-Mnv/intelli-credit-ai-1.0
- 🚀 Published release The Room 1.0: IndeHub Hackathon 2026 submission in manav-Mnv/the-room
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