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harshpatel0204/README.md

Typing SVG


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🧠 About Me

harsh = {
    "role"        : "AI/ML Engineer @ Logicwind",
    "location"    : "Surat, Gujarat, India 🇮🇳",
    "experience"  : "1.5 years in production AI systems",
    "education"   : "MCA — Gujarat Technological University (CGPA: 8.31)",
    "focus"       : ["LLM Integration", "RAG Pipelines", "Computer Vision", "AI Microservices"],
    "tools"       : ["LangChain", "OpenAI", "YOLO", "FastAPI", "Docker", "FAISS"],
    "available"   : True  # Open to freelance & full-time opportunities
}

I don't build demos — I build production systems. In the past 1.5 years I've shipped 8+ client AI applications that are live, containerized, and running on cloud infrastructure. My work spans LLM-powered virtual assistants, multi-modal RAG pipelines, computer vision microservices, and OCR systems for specialized domains like medical imaging and legal documents.


🛠️ Tech Stack

Languages & Core

Python SQL Java C++

LLM & AI

OpenAI LangChain Groq Hugging Face

ML & Vision

PyTorch scikit-learn OpenCV NumPy Pandas

Frameworks & APIs

FastAPI Flask Streamlit Selenium

Vector DBs & Search

FAISS Elasticsearch ChromaDB Redis

Cloud & DevOps

Docker AWS GCP Firebase PostgreSQL


🚀 Featured Projects

🤖 LangChain RAG Virtual Assistant

Production-ready enterprise AI assistant with source-attributed Q&A, Elasticsearch-powered hybrid search, multi-version LLM support, and document ingestion pipelines. Deployed as Dockerized FastAPI + Flask microservices.

Stack: Python LangChain OpenAI GPT Elasticsearch ChromaDB Guardrails AI FastAPI Docker

✍️ Handwriting & Signature Analysis API

FastAPI microservice for automated graphology — YOLO + Google Vision API extract personality traits and red flags from handwriting samples. Async job processing via Redis/RQ with webhook notifications.

Stack: YOLO Google Cloud Vision FastAPI Redis AWS S3 Docker

🏠 Automated Floorplan Analyzer

Cloud-based system automating floorplan detection, validation, and Vastu compliance analysis using AI + image processing. Rule-driven architectural assessment with cloud microservices.

Stack: Python Google Cloud Functions Firebase OpenAI Replicate AWS S3

🏥 Medical Image OCR System

Comprehensive AI pipeline for text and table extraction from medical images — supports JPEG, PNG, and DICOM formats with spatial text correction and medical term normalization.

Stack: YOLO PaddleOCR OpenCV pydicom Streamlit

💬 AI Chat & Image Generation Platform

Scalable containerized virtual assistant for real-time conversational AI + image generation. Multi-model support via OpenRouter and Replicate with content moderation and session management.

Stack: FastAPI Streamlit OpenRouter Replicate Pydantic

📄 RAG Document Chatbot

GitHub

PDF Q&A chatbot using Retrieval-Augmented Generation — FAISS persistent vector storage, sentence-transformer embeddings, and Groq-powered LLM inference with a Streamlit UI.

Stack: LangChain FAISS Groq API Sentence Transformers Streamlit


🏆 Experience Highlights

🏢 Role 🏗️ Company 📅 Period
AI/ML Engineer Logicwind, Surat Aug 2024 – Present
AI/ML Intern Logicwind, Surat Feb 2024 – Jul 2024

Key Achievements

  • 🔹 Built multi-modal RAG system querying video, audio, PDFs & web data using LangChain + Guardrails AI
  • 🔹 Engineered production RAG chatbot with FAISS vector storage + sentence-transformer embeddings
  • 🔹 Developed AI Website Builder — natural language → responsive HTML/CSS via OpenAI + Streamlit
  • 🔹 Built handwriting analysis microservice with YOLO + Google Vision API + async Redis/RQ pipeline
  • 🔹 Created medical OCR system supporting DICOM, JPEG, PNG with spatial text correction
  • 🔹 Designed legal document scraper integrating OCR + ML pipelines + PostgreSQL storage

🎓 Education

🎓 Degree 🏫 University 📅 Year ⭐ CGPA
Master of Computer Application Gujarat Technological University 2021 – 2023 8.31 / 10
Bachelor of Computer Application Gujarat Technological University 2018 – 2021 7.04 / 10

📫 Let's Connect

I'm open to freelance projects, full-time roles, and interesting AI/ML collaborations.

Email LinkedIn Upwork Phone


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