Ali Jamali

Background

About Ali Jamali

I am a Software Developer who has a never-ending love for Artificial Intelligence | Machine Learning. In order to build, deploy and produce new solutions, depending in the scope of the project, I will: 1) Research, develop, and train machine learning | deep learning models in Computer Vision from scratch, or finetune the already developed open-source models to customize them for a specific application utilizing ML frameworks such as TensorFlow/Keras, PyTorch, Scikit-Learn. 2) Develop LLM applications in Python utilizing the capabilities of LangChain and LlamaIndex, utilizing techniques such as prompt engineering, Retrieval Augmented Generation (RAG), GraphRAG, AI agents, and LLM finetuning. 3) Develop NLP-based solutions, such as recommendation systems based on collaborative filtering, for your specific application. 4) Once AI/ML development is finished, I will integrate and deploy the developed ML pipelines into software applications using backend web development services such as Flask | FastAPI, deploying on cloud platforms (Hands-on experience with GCP, Azure AI Studio, Azure Machine Learning, AWS SageMaker, AWS ECS, AWS EC2, AWS S3), and containerization | deployment technologies like Docker | Modal.