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asahad/README.md
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πŸ‘‹ About Me

I'm a Data Scientist with strong foundations in statistics, machine learning, and applied AI.
I work on problems that require combining data, models, and systems to deliver reliable, scalable, and interpretable solutions.

My interests include modern machine learning, large language models (LLMs), and end-to-end ML workflows β€” from data preparation and modeling to evaluation and deployment-ready experimentation.


πŸ”— Connect With Me

Portfolio LinkedIn Email


πŸš€ What I Work On

  • πŸ“Š Applied Data Science
    Exploratory analysis, statistical modeling, experimentation, and evaluation

  • πŸ€– Machine Learning & Deep Learning
    Supervised & unsupervised learning, neural networks, model validation, and optimization

  • 🧠 Large Language Models (LLMs)
    Prompting, fine-tuning concepts, evaluation, and LLM-powered systems

  • πŸ” Retrieval-Augmented Generation (RAG)
    Embeddings, vector search, retrieval pipelines, and grounding LLM outputs

  • 🧱 ML Systems & Pipelines
    Reproducible experiments, data pipelines, and scalable ML workflows


πŸŽ“ Education

  • M.S. Data Science & Analytics
  • Graduate Certificate – Geographic Information Systems (GIS)
  • Full-Stack Software Engineering Bootcamp
  • B.S. Geological Engineering

🧰 Tech Stack

🧠 Core Languages

Python R


πŸ“ˆ Data Science & Machine Learning

NumPy Pandas Scikit-learn PyTorch TensorFlow


🧠 LLMs & GenAI

HuggingFace LangChain Transformers FAISS VectorDB


🧱 Data & ML Infrastructure

SQL PostgreSQL AWS Docker


πŸ“Œ Featured Projects

🚧 Currently curating flagship projects that highlight:

  • End-to-end ML & GenAI workflows
  • LLM evaluation and retrieval systems
  • Clean, testable, and scalable codebases

More coming soon.

Pinned Loading

  1. streamflow-monitor streamflow-monitor Public

    JavaScript

  2. Analyzing-Vegetation-And-Water_change Analyzing-Vegetation-And-Water_change Public

    Jupyter Notebook

  3. ETL-and-Analytics-on-Chicago-Crime-Data ETL-and-Analytics-on-Chicago-Crime-Data Public

    Jupyter Notebook

  4. Sentiment-Analysis-Using-GCP Sentiment-Analysis-Using-GCP Public

    Jupyter Notebook

  5. winehub winehub Public

    JavaScript

  6. personal-portfolio-website personal-portfolio-website Public

    JavaScript