I am a Full Stack Engineer with experience across web, mobile (Flutter), and applied ML, currently working at Ryyft (Kathmandu).
My work spans production-grade backend APIs, Elasticsearch search pipelines, Flutter cross-platform apps, and end-to-end ML classifiers trained on real-world datasets.
- 🎨 Built Aero UI — open source React + TypeScript component library with Storybook 8, Vitest testing, Radix UI, and a custom CLI tool
- 🔐 Built AuthProject — production monorepo auth system with NestJS, cryptographic OTP, JWT, and a unique Centralized Truth Swagger architecture
- 📱 Built 4 Flutter apps — e-commerce (Firebase), AI chatbot, blog (Supabase), and expense tracker
- 🤖 Built a sentiment classifier on 1.6M tweets (TF-IDF + Logistic Regression, 78% accuracy)
- 🏥 Built a clinical diabetes prediction system (KNN classifier, 81% accuracy)
- 🔍 Building Elasticsearch-powered search pipelines at production scale at Ryyft
- 🎓 B.E. Computer Science, CMRIT Bangalore — CGPA: 8.5/10
- 🏆 Hackathon Finalist — Shristi 2024, Bengaluru — awarded ₹50,000 for ML-powered solution
| Project | Description | Stack |
|---|---|---|
| Aero UI | Open source React component library — Storybook 8, Vitest, Radix UI, custom CLI | Next.js 15, TypeScript, Tailwind CSS v4 |
| AuthProject | Production monorepo auth system — JWT, cryptographic OTP, Centralized Truth architecture | NestJS, Prisma, PostgreSQL, Next.js 15 |
| Aura | Multi-service social platform — Docker Compose, GitHub Actions CI/CD, AI classifier | Node.js, Python, Docker, Tailwind CSS |
| Portfolio | Personal portfolio — animations, responsive design, live deployed | Next.js, TypeScript, Framer Motion |
| Project | Description | Stack |
|---|---|---|
| Ecommerce App | Full-featured e-commerce — Firebase Auth, Google Sign-In, clean architecture | Flutter, Dart, Firebase |
| AI Chatbot | Cross-platform AI chatbot — Android, iOS, Web, Desktop | Flutter, Dart, AI API |
| Blog App | Blog platform — Supabase backend, clean architecture, persisted auth | Flutter, Dart, Supabase |
| KharchaPlus | Expense & transit tracker for Kathmandu, Nepal | Flutter, Dart |
| Project | Description | Accuracy | Stack |
|---|---|---|---|
| Twitter Sentiment Analysis | NLP pipeline on 1.6M tweets — TF-IDF, Logistic Regression, error analysis | 78% | Python, Scikit-learn, Pandas |
| Diabetes Prediction | Clinical ML — KNN classifier, EDA, confusion matrix evaluation | 81% | Python, Scikit-learn, NumPy |
| Car Price Prediction | Regression pipeline with real-time Streamlit deployment | — | Python, Streamlit, Scikit-learn |
| OTT Recommendation System | Voice-enabled recommendation engine + Gemini API integration | — | Python, Flask, Gemini API |
| SMS Spam Classifier | NLP spam detection — Naive Bayes, deployed via Streamlit | — | Python, NLTK, Streamlit |
Next.js · NestJS · React · Node.js · TypeScript · JavaScript · Prisma · REST APIs · Swagger/OpenAPI
Flutter · Dart · Firebase · Supabase · Riverpod · BLoC · Clean Architecture
Python · Scikit-learn · NumPy · Pandas · Matplotlib · Seaborn · Flask · Streamlit · Gemini API
PostgreSQL · MongoDB · Elasticsearch · Docker · Docker Compose · GitHub Actions · AWS · Azure · Linux
Data Structures & Algorithms · Operating Systems · Computer Networks · DBMS · OOP
| Role | Company | Duration | Focus |
|---|---|---|---|
| Junior Full Stack Engineer | Ryyft | Nov 2025 – Present | NestJS, Next.js, Elasticsearch, PostgreSQL, ML integration |
| Full Stack Developer Intern | Abblor Tech | Jul 2024 – Mar 2025 | Angular, REST APIs, backend data analysis |
- 🎨 Creator & Maintainer — Aero UI, open source React component library
- 🏅 Finalist, Shristi Hackathon 2024 — awarded ₹50,000 for ML-powered solution
- 👨🏫 Secretary, Rise Technical Club (2023–2024) — organized AI/ML workshops, mentored 20+ juniors