I am Muhammad Abdulsalam, a data scientist focused on analysis, machine learning, statistical thinking, dashboards, and practical data products.

Portrait of Muhammad Abdulsalam

My technical work moves across data analysis, machine learning, forecasting, experimentation, visualization, dashboards, and tooling. I like projects that start with messy data or an unclear question and end as something usable: a model, report, dashboard, API, or decision-support workflow.

Professionally, I have worked through freelance client projects, part-time AI engineering at Say Hai, and a Teaching Assistant role where I taught Artificial Intelligence and Data Structures. That mix shaped how I work: technical enough to build, practical enough to explain, and careful enough to connect the work to decisions.

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I also work with applied AI and RAG systems, especially when they support document analysis, search, automation, or data workflows. The professional center of this site is data science; AI is one of the tools I use to make data work more useful.

Outside the technical layer, I care about language, psychology, philosophy, mythology, poetry, music, aesthetics, and the hidden motives that move people. That creative side shapes how I think, but it stays behind the data work rather than replacing it.

What I Make

  • Data analysis notebooks and dashboards.
  • Machine-learning models and evaluation workflows.
  • Statistical experiments, A/B tests, and business-facing analysis.
  • Forecasting, clustering, NLP, recommender, and computer-vision projects.
  • Applied AI and RAG systems around documents, search, and assistants.
  • Flask APIs, Streamlit apps, Dockerized prototypes, and scraping tools.
  • Poems, essays, fragments, and creative notes as a secondary archive.

Experience

Freelance Data Scientist & AI Engineer

2022 - Present / Remote

Delivered data science, machine learning, AI, and technical-writing projects for clients across multiple regions, including the United States, Australia, Malaysia, UAE, Netherlands, China, Canada, and Europe. Built models and reports around churn prediction, event prediction, forecasting, clustering, incident prediction, property analysis, scraping, dashboards, and reusable Python workflows.

AI Engineer, Say Hai

Apr 2023 - Apr 2025 / Remote

Built AI workflows and customer-facing prototypes using Python, OpenAI API, Claude API, Flask, GCP, Gradio, Streamlit, LangChain, LangFlow, n8n, and Google APIs. The work focused on turning customer data and automation needs into useful AI-powered tools.

AI Teaching Assistant

Sep 2024 - Feb 2025 / Misr Higher Institute For Commerce & Computers

Taught Artificial Intelligence and Data Structures, supported hands-on coding exercises, helped with grading, and explained technical concepts to undergraduate students in a way that made theory easier to use in code.

What I Am Looking For

Data science work where analysis, models, and communication need to become useful decisions: projects with real data, practical constraints, business context, and enough depth to reward careful thinking.