Hello, Client.
I appreciate the opportunity to submit my application for this position.
I am an experienced full-stack developer specializing in AI and NLP-based applications, with a strong background in database management and API integration.
→ Recently, I worked on an NLP-based chatbot application that required fine-tuning a pre-trained model for enhanced accuracy in contextual understanding. My role involved optimizing the model’s performance, reducing response latency, and seamlessly integrating the application with Firebase for database management, authentication, and API connections. I tackled challenges such as improving the accuracy of intent recognition by implementing custom tokenizers and creating a robust training pipeline. Additionally, I optimized the database queries, leading to a 30% improvement in speed and a more scalable architecture.
I have expertise in:
→ AI/NLP: TensorFlow, PyTorch, Hugging Face Transformers, spaCy, NLTK.
→ Backend: Python (FastAPI, Flask), Node.js.
→ Database/Integration: Supabase, Firebase, PostgreSQL, MongoDB, RESTful APIs.
→ DevOps: Docker, CI/CD pipelines.
I am confident in my ability to bring your vision to life based on my above skills and experiences.
Best regards, Zachary W.