thefaheem / transformers

A Comprehensive Implementation of Transformers Architecture from Scratch

About Me 👨‍💻

🌟 Introduction

👋 Hi, I'm Mohammed Faheem, Passionate NLP Engineer with solid understanding of the core concepts and techniques in ML and NLP, Specialized in Building Intricate Large Language Models (LLMs) and Implementing Generative AI Applications. Bringing a wealth of technical expertise to tackle challenges in Natural Language Processing (NLP) and invent innovative AI applications. I am constantly expanding my knowledge and learning new things every day to stay at the forefront of this rapidly evolving field. I enjoy exploring the latest advancements in the field and experimenting with new algorithms and frameworks.

💪 Skills and Strengths:

• Proficiency in Python
• Natural Language Processing (NLP): Demonstrated skills in NLP techniques and applications.
• Machine Learning (ML): Proven experience in applying ML algorithms to real-world problems.
• Deep Learning Frameworks (e.g., PyTorch): Familiarized using PyTorch for developing advanced models and other applications.
• Large Language Models (LLMs): In-depth knowledge and hands-on experience in constructing intricate models.
• Big Data Analysis: Competent in handling and analyzing large scale datasets.
• NoSQL Database: Experienced in working with NoSQL DBs like MongoDB, Redis, etc..
• Data Preprocessing and Cleaning: Skilled in preparing and cleaning data for effective training and analysing.
• Cloud Computing (e.g., AWS, Google Cloud): Proficient in utilizing cloud platforms for scalable solutions.
• MLOps: Ensuring seamless model deployment and operations.
• REST APIs: Skillful in developing and consuming RESTful APIs for seamless integration of systems and applications.

🎓 Specializations:

• Machine Learning Specialization, Stanford University and DeepLearning.AI.

  • Supervised Machine Learning: Regression and Classification
  • Advanced Learning Algorithms
  • Unsupervised Learning, Recommenders, Reinforcement Learning

  Familiarized on Areas such as:

  • Supervised Machine Learning
  • Advanced Learning Algorithms & NNs
  • Unsupervised Learning
  • Recommenders System
  • Anomaly Detection
  • Reinforcement Learning

• Natural Language Specialization, DeepLearning.AI.

  • Natural Language Processing with Classification and Vector Spaces
  • Natural Language Processing with Probabilistic Models
  • Natural Language Processing with Sequence Models
  • Natural Language Processing with Attention Models

  Gained in-depth knowledge on cutting-edge NLP techniques including:

  • Classification
  • Probabilistic Models
  • Sequence Models
  • Attention Models

You can check out the credentials here

🚀 Open to Opportunities

I am actively seeking opportunities as a Machine Learning Engineer/NLP Engineer. If you think my skills and expertise align with your organization's needs, I'd love to hear from you. Whether it's a full-time role, a project collaboration, or an internship, I'm All Ears!

I am also open to freelance projects related to ML & NLP, focusing on building innovative Large Language Models, developing and implementing Generative AI, and it's diverse applications. My collaborative and transparent approach ensures successful project outcomes. Let's embark on a journey to create something extraordinary together!

📞 Contact Information

• 📧 Email
• 🔗 LinkedIn
• 🐦 Twitter

Please feel free to reach out to me through any of the channels mentioned above. I'm excited to contribute my knowledge and skills to innovative projects and make a meaningful impact in the world of ML and NLP. Let's Connect and Explore, How I can bring value to you and your organisation :)