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twishapatel12/readme.md
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πŸ› οΈ Tech Stack Breakdown

πŸ’» Languages

Python JavaScript PHP MySQL

  • Python: Core for AI/ML, data science, and automation.
  • JavaScript: For dynamic web and UI projects.
  • PHP & MySQL: Backend and database for web applications.

🧠 AI / ML & Data

TensorFlow PyTorch HuggingFace OpenCV Sklearn NLP Computer Vision

  • Object Detection: Real-time solutions using MMDetection, OpenCV.
  • LLMs: Fine-tuning Flan-T5, prompt engineering for domain-specific Q&A.
  • Computer Vision & NLP: Building and deploying end-to-end AI pipelines.

🌐 Web & Tools

HTML5 CSS3 Bootstrap FastAPI Docker Git

  • Web Tech: HTML, CSS, Bootstrap, JavaScript.
  • APIs: FastAPI for ML deployment, Docker for reproducibility.
  • DevOps: Git, CI/CD (GitHub Actions).

πŸš€ Featured Projects

Project Tech Description
AutoML Pipeline Python, FastAPI, Streamlit, Sklearn End-to-end ML pipeline for model training, benchmarking, and deployment with web UI.
Object Detection Python, OpenCV, MMDetection Real-time object detection on webcam video with bounding box overlays.
Traffic Sign Recognition Python, TensorFlow, Keras, OpenCV CNN-based deep learning to classify traffic signs (GTSRB dataset).
Finance LLM Python, HuggingFace, Flan-T5 Fine-tuned LLM for finance Q&A using prompt engineering.
Voice Assistant Python, SpeechRecognition Desktop voice assistant for reminders, music, and smart commands.

πŸ† Certifications

Intro to DS/ML Python: Introduction to Data Science and Machine Learning
Udemy β€” March 2025
Learned basics of data analysis, visualization, and how to build simple ML models in Python.
ML with Python Machine Learning Course with Python
Udemy β€” January 2025
Trained different ML algorithms and learned to build projects using real-world datasets.
Python Dev DS Python Development & Data Science
Udemy β€” August 2024
Gained hands-on skills in Python programming and data science basics.
Big Data Analytics Big Data Analytics Course
Great Learning β€” October 2024
Explored the basics of big data and how to analyze large datasets using modern tools.

πŸ“¬ Let's Connect

Open to collaboration, projects, or just a chat about AI and tech!

LinkedIn Email Portfolio GitHub

πŸ“Š GitHub Stats

Β Β 


github-snake

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  1. AutomaticSpeechRecognition AutomaticSpeechRecognition Public

    Developed a speech recognition system using Python and Hugging Face's Wav2Vec2 model, fine-tuned on the PolyAI MINDS-14 dataset and deployed with a real-time transcription interface using Gradio.

    Python 2

  2. TextToHandwriting TextToHandwriting Public

    A Python-based tool that converts typed text into a handwritten style image using the pywhatkit library.

    Python 1

  3. TrafficSignRecognition TrafficSignRecognition Public

    A deep learning model that classifies traffic signs using the German Traffic Sign dataset to assist autonomous vehicles in recognizing road signs.

    Python 2

  4. twishapatel12 twishapatel12 Public

    AI/ML Engineer | Deep Learning | Computer Vision | Large Language Models | Finance & Healthcare AI

    JavaScript

  5. VoiceAssistant VoiceAssistant Public

    A Python-based voice assistant that performs tasks like opening websites, playing music, and providing real-time information by recognizing voice commands. It leverages libraries like pyttsx3 for t…

    Python 2

  6. QRCodeGenerator QRCodeGenerator Public

    A Python tool that generates and saves QR codes from text or URLs, with customizable colors and design options using the qrcode library.

    Python 2