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Portfolio Repository: Advanced Machine Learning, NLP, Computer Vision, and Web Development Projects

Welcome to my dynamic portfolio repository, showcasing a comprehensive range of projects that demonstrate my expertise in Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Audio Processing, Cloud Computing, Large Language Models (LLMs), and Full-Stack Web Development. This collection is a testament to my ability to apply cutting-edge technologies in solving complex, real-world problems.

Skills and Expertise

Advanced Machine Learning and AI Technologies:

  • Natural Language Processing (NLP): Expertise in text summarization, sentiment analysis, QA, and translation.
  • Computer Vision (CV): Proficient in object detection, segmentation, tracking, video classification, image captioning, and text-to-image conversions.
  • Audio Processing: Skilled in transcription, text-to-speech, and audio translation.

Cloud Computing and Deployment:

  • Azure: Experienced in App Service, virtual machines, and Azure Machine Learning.
  • Digital Ocean: Proficient in application deployment and management.

Model Development and Integration:

  • Machine Learning Models: Design and implementation of neural networks and custom models.
  • Large Language Models: Specializing in setup, integration, and fine-tuning for tailored applications.
  • Pretrained Model Customization: Expertise in fine-tuning models on custom datasets.
  • Custom Regression Models: Building models for content prediction and data analysis.

Software Development and Integration:

  • Chatbot Integration: Including ChatGPT and Langchain.
  • Programming and Frameworks: Python, Django, React.js, Next.js, and REST APIs.

Overview of Repository Structure

This repository is organized into the following main categories to showcase my diverse skill set across various domains:

  1. Langchain + LLMs: Featuring projects that leverage Large Language Models and Langchain for creating innovative applications, from chatbots to article summarizers and autonomous agents.

  2. Web Development: Showcasing my full-stack development capabilities, with projects demonstrating user-friendly web application development from front to back.

Project Highlights

Langchain + LLMs

Projects in this category demonstrate my extensive knowledge and practical application in NLP techniques and LLMs. They highlight my capability in creating intelligent applications that effectively interact with human language.

Web Development

This section includes projects showcasing my full-stack development skills, highlighting my proficiency in both front-end and back-end technologies. These projects illustrate my comprehensive skill set in creating responsive and robust web applications.

Getting Started

To explore the projects, simply navigate to the respective folders:

Inside each folder, you will find a README file that provides more details on the individual projects, including the technologies used, the purpose of the project, and instructions on how to run the projects if applicable.

Contribution and Feedback

Your feedback and contributions are highly valued! If you have any suggestions, questions, or if you find any issues, feel free to open an issue or submit a pull request.

Contact

If you wish to discuss any of the projects, propose collaboration, or have any inquiries, please feel free to contact me.

Thank you for visiting my portfolio, and I look forward to any opportunities to collaborate and learn together!