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DarkPheonix444/README.md

Jainam Doshi

AI Engineer • Backend Engineer • Software Engineer

Mumbai, India

Software engineer focused on building AI-driven systems and scalable backend platforms.
My work sits at the intersection of machine learning, computer vision, and system architecture, with a strong focus on building real production-oriented pipelines.

Currently pursuing a 6-month internship while developing projects involving AI-powered document understanding and spatial reconstruction from architectural blueprints.


Featured Projects


Projects

🧾 Resume Analysis Engine

An AI-powered system that analyzes resumes, extracts structured information, and evaluates candidate skills against job descriptions.

Key features

  • Resume parsing and structured data extraction
  • Skill detection and normalization
  • Job description matching engine
  • Semantic scoring and evaluation pipeline

Tech stack: Python, Django, NLP, embeddings, PostgreSQL

🏗️ 2D → 3D Blueprint Reconstruction System

A computer vision pipeline that converts architectural floor plans into structured layouts that can later generate interactive 3D walkthrough environments.

Pipeline components

  • Image preprocessing and normalization
  • Wall and intersection detection
  • Layout graph construction
  • Room boundary reconstruction
  • 3D model generation pipeline

Tech stack: Python, OpenCV, PyTorch, Three.js


Tech Stack

Languages

Python JavaScript

Backend

Django Flask

AI / Machine Learning

PyTorch OpenCV scikit-learn

Frontend

React Three.js

Databases & Tools

PostgreSQL MongoDB Docker Git


Research Interests

  • Computer vision systems
  • Spatial understanding from 2D architectural layouts
  • AI-driven document analysis
  • Open-source hardware development (3D printers)

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