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ravingupta/README.md

Hi there πŸ‘‹

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Senior Full Stack Engineer with 10+ years building scalable systems.
Currently focused on AI agents, RAG pipelines, and LLM integrations.

Based in Vancouver, BC πŸ‡¨πŸ‡¦


About

I've been a CTO building products from scratch, an Engineering Manager leading distributed teams, and a hands-on architect designing systems for 100k+ users.

These days, I'm most energized by the intersection of AI and product engineering β€” building intelligent systems that solve real problems, not just demos.


Current Projects

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  AI Fitness Agent                                                           β”‚
β”‚  RAG-powered fitness expert guiding users through personalized workouts     β”‚
β”‚  β–Ί n8n Β· OpenAI Β· Claude Β· Gemini Β· RAG Pipeline                            β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚  Neuronest                                                                  β”‚
β”‚  Telegram bot for capturing ideas through conversation                      β”‚
β”‚  β–Ί Node.js Β· Telegram API Β· NLP                                             β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚  Cricket AI Coach                                                           β”‚
β”‚  Sports coaching assistant for skill improvement  [in progress]             β”‚
β”‚  β–Ί Python Β· LLM APIs                                                        β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚  Realtor Lead Platform                                                      β”‚
β”‚  Canadian real estate leads with automated data from Canada.ca              β”‚
β”‚  β–Ί Node.js Β· React Β· Web Scraping                                           β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Experience Highlights

Staff Engineer β€” Designed caching system: 10x faster APIs, 50%+ cost reduction
CTO @ Inclov β€” Built accessible matchmaking platform from 0 β†’ 100k users
Engineering Manager β€” Led multinational team of 7, drove technical strategy
Open Source β€” Contributed to OctoAI, published libraries on RubyGems


Tech

AI & LLMs        OpenAI Β· Claude Β· Gemini Β· n8n Β· LangChain Β· RAG

Languages        Python Β· TypeScript Β· JavaScript

Backend          Node.js Β· Express Β· Flask Β· Django

Frontend         React Β· React Native Β· Next.js Β· Angular Β· Expo

Databases        PostgreSQL Β· MySQL Β· MongoDB Β· DynamoDB Β· Redis Β· WatermelonDB

Infrastructure   AWS Β· Docker Β· Jenkins Β· Kafka Β· ELK Stack

Currently Exploring

  • Advanced RAG patterns β€” hybrid search, re-ranking, chunking strategies
  • Multi-agent orchestration β€” LangGraph, AutoGen
  • Vector databases β€” Pinecone, ChromaDB, Weaviate

Connect

const contact = {
  portfolio: "ravingupta.me",
  linkedin: "linkedin.com/in/ravingupta129",
  email: "ravingupta129@gmail.com"
};

Portfolio Β· LinkedIn Β· Email


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