I'm Emmanuel, also known as Manny. With 5 years of software engineering experience, including 3 years specializing in Machine Learning and GPU programming, I focus on creating efficient, high-performance solutions across a range of complex projects.

• Software Engineering: With five years of industry experience, I've built and optimized complex systems, developing scalable, efficient solutions in microservices, distributed systems, and ML-driven applications.

• Machine Learning & GPU Programming: With over three years of experience, I bring expertise in training, optimizing, and deploying ML models, often using GPU programming for accelerated computations. From Vision Transformers (ViT) to NLP models, I leverage the power of GPUs to deliver high-speed, real-time solutions.

• Data Structures, Algorithms, and Database Management: Proficient in data structures, algorithms, and SQL, I’m equipped with a solid foundation for building high-performance applications through efficient data handling and computational problem-solving.

With a focus on NLP, I leverage Hugging Face Transformers to develop advanced language models (LLMs) for tasks like text summarization and question answering. My work bridges machine understanding and language, creating systems that enhance human-computer interaction.

As an avid learner, I stay at the cutting edge of software development, deep learning, and GPU programming. Whether it’s exploring multi-modal models, working on distributed services, or engaging in open-source contributions, I’m committed to pushing the limits of modern technology.

Feel free to explore my projects if you’re interested in the convergence of performance, AI, and modern software engineering!