👋 Hi, I'm Gnaneswar Lopinti
Full-Stack Engineer | Backend Engineer | ML Engineer
I build software that solves real problems.
My interests lie at the intersection of backend engineering, machine learning, recommendation systems, developer tooling, and intelligent systems. I enjoy taking products from idea to production and building systems that remain maintainable as they grow.
🏆 Achievements
- 🥇 Winner — Odoo Sns Coimbatore Hackathon
- 🏆 Winner — Code4Good Hackathon 2025 — Multiple Academic Level Hackathons
- Built and deployed products used by real users
- Passionate about rapid prototyping, shipping, and solving meaningful problems
🚀 Featured Projects
AI-Powered Wellness Recommendation System
Building a recommendation engine focused on personalized skincare and wellness experiences.
Focus Areas
- Context-aware recommendations
- Retrieval and ranking systems
- Real-time inference pipelines
- Feature engineering at scale
- Multimodal user understanding
- Scalable backend infrastructure
🌱 Digital Twin for Hydroponic & Aeroponic Farming
A reinforcement-learning-powered digital twin designed to optimize plant growth in controlled agricultural environments.
Highlights
- PPO-based reinforcement learning
- Plant growth simulation
- Environmental optimization
- Curriculum learning
- Real-time monitoring and control
- Multi-system integration
🔗 Repository: https://github.com/flying-spagetti/digital-twin-for-hydrosprout
🌊 GLOF Early Warning System
Hackathon-winning climate-tech solution focused on Glacial Lake Outburst Flood prediction and monitoring.
Highlights
- Remote sensing data processing
- Climate-risk assessment
- Early warning workflows
- Environmental monitoring systems
♿ ScanWCAG
AI-powered accessibility compliance platform helping teams identify and understand web accessibility issues.
Highlights
- Automated accessibility scanning
- AI-assisted issue analysis
- Modern SaaS architecture
- Accessibility-first development
🛍 KLEC Store
Complete online thrift-store platform serving real users.
Built
- Authentication systems
- Product management workflows
- Order processing systems
- Backend APIs
- Database architecture
- Deployment infrastructure
🧠 Core Strengths
- Backend Engineering
- Full-Stack Development
- Machine Learning Systems
- Recommendation Engines
- API Design
- Database Design & Optimization
- System Architecture
- Cloud Deployment
- Product Development
- Rapid Prototyping
🛠 Tech Stack
Languages
"TypeScript" (https://img.shields.io/badge/TypeScript-3178C6?style=flat-square&logo=typescript&logoColor=white) "JavaScript" (https://img.shields.io/badge/JavaScript-F7DF1E?style=flat-square&logo=javascript&logoColor=black) "Python" (https://img.shields.io/badge/Python-3776AB?style=flat-square&logo=python&logoColor=white) "Go" (https://img.shields.io/badge/Go-00ADD8?style=flat-square&logo=go&logoColor=white) "Rust" (https://img.shields.io/badge/Rust-000000?style=flat-square&logo=rust&logoColor=white)
Backend
"Node.js" (https://img.shields.io/badge/Node.js-339933?style=flat-square&logo=nodedotjs&logoColor=white) "FastAPI" (https://img.shields.io/badge/FastAPI-009688?style=flat-square&logo=fastapi&logoColor=white) "Fastify" (https://img.shields.io/badge/Fastify-000000?style=flat-square&logo=fastify&logoColor=white) "Django" (https://img.shields.io/badge/Django-092E20?style=flat-square&logo=django&logoColor=white) "Express" (https://img.shields.io/badge/Express-000000?style=flat-square&logo=express&logoColor=white)
Frontend
"React" (https://img.shields.io/badge/React-20232A?style=flat-square&logo=react&logoColor=61DAFB) "Next.js" (https://img.shields.io/badge/Next.js-000000?style=flat-square&logo=nextdotjs&logoColor=white) "Vue" (https://img.shields.io/badge/Vue-4FC08D?style=flat-square&logo=vuedotjs&logoColor=white) "Svelte" (https://img.shields.io/badge/Svelte-FF3E00?style=flat-square&logo=svelte&logoColor=white) "TailwindCSS" (https://img.shields.io/badge/TailwindCSS-06B6D4?style=flat-square&logo=tailwindcss&logoColor=white)
Databases
"PostgreSQL" (https://img.shields.io/badge/PostgreSQL-336791?style=flat-square&logo=postgresql&logoColor=white) "MongoDB" (https://img.shields.io/badge/MongoDB-47A248?style=flat-square&logo=mongodb&logoColor=white) "MySQL" (https://img.shields.io/badge/MySQL-4479A1?style=flat-square&logo=mysql&logoColor=white) "Supabase" (https://img.shields.io/badge/Supabase-3ECF8E?style=flat-square&logo=supabase&logoColor=white)
Machine Learning
"PyTorch" (https://img.shields.io/badge/PyTorch-EE4C2C?style=flat-square&logo=pytorch&logoColor=white) "TensorFlow" (https://img.shields.io/badge/TensorFlow-FF6F00?style=flat-square&logo=tensorflow&logoColor=white) "Scikit-Learn" (https://img.shields.io/badge/ScikitLearn-F7931E?style=flat-square&logo=scikitlearn&logoColor=white)
Cloud & DevOps
"AWS" (https://img.shields.io/badge/AWS-232F3E?style=flat-square&logo=amazonaws&logoColor=white) "Docker" (https://img.shields.io/badge/Docker-2496ED?style=flat-square&logo=docker&logoColor=white) "GitHub Actions" (https://img.shields.io/badge/GitHub_Actions-2088FF?style=flat-square&logo=github-actions&logoColor=white)
📊 GitHub Stats
"GitHub Stats" (https://github-readme-stats.vercel.app/api?username=flying-spagetti&show_icons=true&theme=tokyonight&hide_border=true)
"Top Languages" (https://github-readme-stats.vercel.app/api/top-langs/?username=flying-spagetti&layout=compact&theme=tokyonight&hide_border=true)
🎯 Interests
- Backend Systems
- Machine Learning Infrastructure
- Recommendation Systems
- Climate Technology
- AI Products
- Developer Tools
- Distributed Systems
🌐 Connect With Me
«Building useful things, learning continuously, and shipping often.»