Hello, I'm Mustapha, a data scientist and AI engineer with a strong Python programming background, specializing in web scraping, automation, machine learning, and advanced AI techniques....Read moreHello, I'm Mustapha, a data scientist and AI engineer with a strong Python programming background, specializing in web scraping, automation, machine learning, and advanced AI techniques. I am proficient in extracting and transforming data from websites and PDFs using tools like Scrapy and BeautifulSoup into various usable formats. My skills extend to API development and management, and I am adept at automating processes using frameworks such as Selenium. With a deep understanding of computer vision and OpenCV, I create intelligent applications for image processing and object recognition. I have extensive experience in developing Retrieval-Augmented Generation (RAG) systems, working with Large Language Models (LLMs), and creating AI agents. Additionally, I enjoy developing and exploring the capabilities of Telegram bots. I'm eager to collaborate and leverage my expertise to tackle your data science and AI challenges.
My expertise includes:
- Expertise in developing and deploying machine learning models, including classification, regression, and clustering algorithms, leveraging data science principles to optimize model accuracy and performance.
- ⚙️ Skilled in MLOps and AIOps to streamline model deployment, monitoring, and lifecycle management, ensuring robust AI systems in production environments.
- ️ Proficient in extracting and preprocessing data from diverse sources using web scraping tools such as Scrapy, BeautifulSoup, and PDF parsers, transforming raw data into structured formats like JSON, CSV, or Excel for analysis.
- Experienced in API development and management, including the creation and maintenance of webhooks for real-time data communication, optimizing the integration and automation of data workflows.
- Automation expertise using Selenium and Seleniumbase frameworks to automate web-based tasks and processes, enhancing operational efficiency.
- ️ Advanced knowledge in computer vision with OpenCV, specializing in image processing, object detection, and recognition tasks to derive valuable insights from visual data.
- Development and management of chatbots and automation bots for platforms like Telegram and Discord, focusing on enhancing user interaction and functionality.
- ️ Competent in web crawling with Puppeteer to systematically gather data, supporting data-driven decision-making processes.
- Extensive experience in developing Retrieval-Augmented Generation (RAG) systems, improving information retrieval accuracy and enhancing AI-powered data analysis.
- Proficient in working with Large Language Models (LLMs) such as GPT-4 and Groq's Mixtral 8x7B, implementing them for various natural language processing tasks and AI applications.
- Skilled in creating multi-agent AI systems using frameworks like CrewAI and LangChain, enabling efficient and complex AI interactions for tasks such as automated evaluations and decision-making processes.
- Developed AI-powered platforms for automated Exploratory Data Analysis (EDA), significantly reducing analysis time and improving data insights accuracy.
