name: Glorin P P
role: Full Stack Developer · UI/UX Engineer · Creative Lead
location: Cochin, Kerala, India
education: B.Tech CSE — KMEA Engineering College (KTU), 2027Full-stack engineer and design-hybrid building production-grade applications where systems thinking meets visual craft. Specialise in Flutter/Dart for cross-platform mobile, React/Next.js for performant web, and Python-based AI pipelines using LangGraph and Groq. Serve as Creative Lead at IEDC KMEA and Lead Designer at XOUT Media, bridging the gap between engineering precision and product aesthetics.
Work spans mobile apps, fraud detection systems, RAG pipelines, and freelance design — all executed with the same principle: ship things that are both technically sound and visually considered.
Open To: Full-stack internships · UI/UX engineering roles · AI product collaborations · Open source contributions · Freelance design & development
Languages
Frontend & Design
Backend & Databases
Cloud, DevOps & Tooling
| Domain | Proficiency | Details |
|---|---|---|
| RAG Systems | ████████░░ Advanced | LangGraph · ChromaDB · Groq API · Self-healing pipelines |
| LLM Integration | ████████░░ Advanced | Anthropic Claude · Groq · Tool use · Prompt engineering |
| AI-Powered Mobile | ███████░░░ Proficient | Flutter + AI backends · Voice coaching · On-device inference |
| Fraud Detection / ML | ██████░░░░ Proficient | UPI anomaly detection · Python ML stack · Feature engineering |
| Agentic Workflows | ██████░░░░ Proficient | LangGraph agents · Multi-step reasoning · State machines |
| Computer Vision | ████░░░░░░ Developing | Claude Vision API · Design critique automation |
⬡ Atobits — AI Habit Tracker with Voice Coach
A Flutter-based cross-platform habit tracking app powered by an AI voice coach named Atom. Built on a Cloudflare Workers backend proxy to keep API keys off-device while delivering real-time coaching feedback.
| Attribute | Detail |
|---|---|
| Stack | Flutter · Dart · Cloudflare Workers · Groq API · Firebase |
| Scale | Cross-platform (Android + iOS) · Production-deployed |
| Performance | Sub-200ms voice response via Cloudflare edge proxy |
| Security | API key abstraction via serverless proxy · No client-side secrets |
| Impact | Published app · Personal productivity · AI coach UX pattern |
| Repository | github.com/glorin05 |
Atobits solves the habit-tracking cold-start problem through conversational AI. The voice coach Atom interprets free-form user input, matches habits via fuzzy logic, and responds with structured coaching feedback. The Cloudflare Workers layer acts as a secure middleware between the Flutter client and Groq's inference API — eliminating the common anti-pattern of bundling API keys in mobile binaries.
⬡ Cypher — UPI Fraud Detection System
A full-stack fraud detection platform targeting UPI transaction anomalies. Live at cypher-self.vercel.app — combining a Next.js frontend, Flutter mobile client, and Python ML backend.
| Attribute | Detail |
|---|---|
| Stack | Next.js · Flutter · Python · Vercel · ML anomaly models |
| Scale | Web + Mobile · Live production deployment |
| Performance | Real-time transaction scoring · Optimised inference pipeline |
| Security | Transaction analysis without storing PII · Risk scoring layer |
| Impact | Addresses ₹1,000Cr+ annual UPI fraud problem space |
| Repository | cypher-self.vercel.app |
Cypher demonstrates a multi-surface architecture: a Next.js dashboard for analysts, a Flutter app for end-users, and a Python backend handling feature extraction and ML inference. The system flags anomalous UPI patterns based on transaction velocity, amount deviation, and behavioural signals — surfacing risk scores in real time across both interfaces.
⬡ Self-Healing RAG — Agentic Retrieval Pipeline
A LangGraph-based Retrieval-Augmented Generation system with self-healing capabilities — automatically detects low-confidence retrievals and re-routes queries through corrective agents before generating responses.
| Attribute | Detail |
|---|---|
| Stack | LangGraph · Groq API · ChromaDB · Python |
| Scale | Research-grade pipeline · Modular agent architecture |
| Performance | Corrective retrieval loop reduces hallucination rate significantly |
| Security | Local vector store · No external data leakage |
| Impact | Demonstrates production-pattern RAG beyond naive retrieval |
| Repository | github.com/glorin05 |
Most RAG implementations fail silently — returning low-relevance chunks and generating hallucinated answers with false confidence. This system wraps the retrieval step in a LangGraph state machine that grades chunk relevance, triggers a corrective retrieval agent on failure, and only proceeds to generation once a confidence threshold is met. A practical implementation of the self-RAG research pattern.
Creative Lead · IEDC KMEA — Innovation & Entrepreneurship Development Cell
2023 — Present
Leading design and creative direction for one of Kerala's active student innovation cells. Responsible for visual identity, campaign design, event branding, and the creative output of a 50+ member community.
- End-to-end creative ownership across digital and print touchpoints
- Designed systems for recurring events, hackathons, and speaker series
- Mentored junior designers in Figma workflows and brand consistency
Figma Adobe Photoshop Brand Design Event Branding Team Leadership
Lead Designer · XOUT Media (Student-Founded Media Company)
2023 — Present
Lead designer at a student-founded media and content company. Drive visual language, content design systems, and creative strategy across client deliverables and in-house productions.
- Established design system and visual standards across all media output
- Managed concurrent client projects with defined delivery timelines
- Collaborated with developers to bridge design-to-implementation gaps
Figma Canva Content Design Design Systems Creative Strategy
Freelance Graphic Designer
2022 — Present
Independent design practice serving healthcare and agri-tech clients including CMC Polyclinic Calicut and FarmO. Deliverables span brand identity, marketing collateral, UI mockups, and campaign assets.
- Delivered production-ready assets across digital and print formats
- Built long-term client relationships through iterative design processes
- Maintained brand consistency across multi-format campaigns
Figma Adobe Photoshop Brand Identity UI/UX Client Management
| Recognition | Details |
|---|---|
| 🏆 AI Certifications | Anthropic · IBM · Google — via IICT Programme |
| 🎨 Creative Lead | IEDC KMEA — Student Innovation Cell |
| 🚀 Published App | Atobits — Flutter AI Habit Tracker · Production |
| 💡 Live Product | Cypher — Fraud Detection · cypher-self.vercel.app |
| 🎓 Academic | KTU B.Tech CSE · 3rd Year · KMEA Engineering College |
| 🌐 Design Portfolio | Behance — 4+ Featured Projects |
Anthropic
IBM
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learning:
- Advanced LangGraph agentic patterns
- System design for distributed applications
- Design engineering at the component-system level
building:
- Anime streaming app (Flutter + Figma design system)
- AI-powered design critique tool (CritiqueAI)
- Expanding Cypher fraud detection capabilities
exploring:
- Anthropic Fellows Program
- NIC Digital India Internship
- Contributing to open-source Flutter / AI tooling
open_to:
- Full-stack internships (2025–2026)
- UI/UX engineering roles
- AI product collaborations
- Freelance design & development contracts
"Ship things that are both technically sound and visually considered."