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Aryan Pathak

Aryan Pathak

The Neural Guy

I am building companies, AI systems, and educational content to make advanced engineering accessible to everyone.

Ventures

Products & Startups

ConnectMe

Stopped

Local services marketplace connecting trusted workers with customers.

Architecture Overview

ConnectMe relies on a microservices backend powered by Node.js and a highly available PostgreSQL database. We use a matching algorithm to pair local workers with incoming service requests based on proximity and historical ratings.

Status Update

Stopped due to legal issues.

Challenges Encountered

  1. Cold Start Problem: Building liquidity on both sides of the marketplace required strategic local marketing and initial subsidies.
  2. Real-time Geolocation Updates: Managing persistent WebSocket connections for real-time tracking without draining device battery life.

Milestones

  • Q1 2024: Platform scaffolded.
  • Q2 2024: Alpha testing in three local neighborhoods.
  • Q3 2024: Release candidate and public beta launch.
Tech Stack

Technologies I use

AI/ML
PyTorchLangChainHuggingFaceOpenCVTransformersLLMsRAGReinforcement Learning
Backend
PythonNode.jsDistributed Systems
Frontend
ReactNext.jsTailwind CSS
Deployment
DockerAWSVercel

Contact

The best way to reach me is through email or GitHub for collaborations, open source contributions, or consulting.