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๐Ÿค– Building a Zero-shot Multilingual OCR System ๐Ÿ‡ฎ๐Ÿ‡ณ
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๐Ÿค– Building a Zero-shot Multilingual OCR System ๐Ÿ‡ฎ๐Ÿ‡ณ

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keerthy-gs/README.md

Hi, I'm Keerthy ๐Ÿ‘‹

I am an Electronics and Communication Engineering student interested in embedded systems, IoT, artificial intelligence, computer vision, and software development. I build practical projects that combine electronics, hardware, firmware, cloud platforms, and intelligent software.

Featured Projects

PCB Defect Detection AI

YOLOv8-based computer vision system for detecting six types of PCB manufacturing defects. Includes a Streamlit dashboard, model analytics, confidence scores, reports, and training results.

View Project

Environmental Sound Classification

Machine-learning system that classifies car horns, dog barks, engine sounds, and rain using MFCC audio features and a Random Forest model.

View Project

Multilingual OCR

Scene-text recognition application for Indian languages using CLIP, EasyOCR, translation, text-to-speech, and Streamlit.

View Project

Student Task Manager REST API

Flask and SQLite REST API supporting complete CRUD operations for managing student tasks.

View Project

Technical Skills

  • Programming: Python, C, Arduino
  • Machine Learning: Scikit-learn, Random Forest, feature extraction
  • Computer Vision: YOLOv8, OpenCV, CLIP, EasyOCR
  • Audio Processing: Librosa, MFCC
  • Web Development: Flask, Streamlit, REST APIs
  • Databases: SQLite
  • Embedded and IoT: ESP8266, sensors, Wi-Fi communication
  • Tools: Git, GitHub, Google Colab, VS Code, Postman

Current Focus

  • Building practical AI and ECE projects
  • Improving computer vision and embedded-system skills
  • Learning data structures, algorithms, and backend development
  • Creating deployable applications with clear documentation

GitHub Portfolio

My repositories include projects in:

  • Artificial Intelligence and Machine Learning
  • Computer Vision
  • Audio Classification
  • Multilingual OCR
  • Backend API Development
  • Embedded Systems and IoT

Pinned Loading

  1. PCB-Defect-Detection-AI PCB-Defect-Detection-AI Public

    AI-powered PCB defect detection using YOLOv8 with an interactive Streamlit dashboard for automated quality inspection.

    Jupyter Notebook

  2. Environmental-Sound-Classification Environmental-Sound-Classification Public

    Environmental sound classification using MFCC features, Random Forest, and a Streamlit web app.

    Python

  3. multilingual-ocr multilingual-ocr Public

    Multilingual scene-text recognition for Indian languages using CLIP, EasyOCR, translation, text-to-speech, and Streamlit.

    Python

  4. task-manager-api task-manager-api Public

    RESTful student task manager API built with Flask, SQLite, and Python, supporting full CRUD operations

    Python

  5. ArtTree-IoT-Air-Quality-System ArtTree-IoT-Air-Quality-System Public

    ESP32-based IoT air-quality monitoring and automatic purifier control system simulated in Wokwi with a ThingSpeak cloud dashboard.

    C++