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Hi, my name is Mohammed-Khalil.

I hold a BS in Computer Science, MS in Industrial Engineering and currently pursuing a PhD. I am a data science intern building robust generative AI and ML applications.

About me

I am a dedicated individual with an excellent academic background in computer science and industrial engineering. My area of interest is data science including big data, statistics, multivariate data analysis and generative AI. Currently, I hold a position as a data science intern, where I actively contribute to cutting-edge projects and apply my knowledge to develop robust AI applications, machine learning models and also simulations of industry systems . Being from Morocco, I bring a unique perspective and a diverse range of experiences to my work. At 25 years old, I am not only passionate about my field of study but also enthusiastic about sports, including soccer, volleyball, and Formula 1. During my free time I either play soccer or drive F1 cars in simulators. Combining my technical skills and creative mindset, I strive to tackle real-world problems through innovative approaches and leverage the power of data-driven insights.

Mohammed-Khalil Ghali



My Skills and Toolbox

Programming Languages and Libraries

Python
SQL
SAS
Java
C
R
Pandas
Sci-Kit Learn
Tensor Flow

Database

MySQL
PostgresSQL
MongoDB
SQLite

Cloud Platforms and Lakehouse

GCP
AWS
Azure and Azure Databricks

Big Data

Hadoop Ecosystem
Spark
Cloudera

Generative AI

Langchain
HuggingFace
OpenAI

General Skills and Tools

Git
GitHub
PyCharm
Docker
Visual Studio Code
Jupyter
Tableau
Microsoft Office tools
Streamlit
Linux

Research and Projects Portfolio

Projects Portfolio

Machine Learning
Generative AI
Large Language Models

A Portfolio page built for my generative AI projects.

Research and Publications

Data Science
Generative AI

Check out my published research

Certifications

Generative AI with Large Language Models on AWS Sagemaker

DL.AI x Coursera

Issued: October 2023.

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Build, Train, and Deploy ML Pipelines in AWS using BERT

DL.AI x Coursera

Issued: August 2023.

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Analyze Datasets and Train ML Models using AWS AutoML

DL.AI x Coursera

Issued: September 2023.

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AZ-900:Azure Fundamemtals

Microsoft

Issued: October 2023.

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Introduction to Design and Analysis of Algorithms

Binghamton University

Issued: July 2023.

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Probabiliy and Statistics for Data Science

Binghamton University

Issued: July 2023.

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Data Science Essentials Suite

Binghamton University

Issued: July 2023.

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Introduction to Python Programming

Binghamton University

Issued: July 2023.

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Introduction to Machine Learning

Binghamton University

Issued: July 2023.

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Attention Mechanism

Google Cloud

Issued: July 2023.

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Generative AI Fundamentals

DataBricks

Issued: September 2023.

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Create Image Captioning Models

Google Cloud

Issued: July 2023.

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Generative AI Fundamentals

Google Cloud

Issued: June 2023.

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Encoder-Decoder Architecture

Google Cloud

Issued: June 2023.

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Introduction to Generative AI

Google Cloud

Issued: June 2023.

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Introduction to Generative AI Studio

Google Cloud

Issued: June 2023.

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Introduction to Large Language Models (LLMs)

Google Cloud

Issued: June 2023.

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Introduction to Responsible AI

Google Cloud

Issued: June 2023.

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Transformer Models and BERT Model

Google Cloud

Issued: June 2023.

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Elements of AI Building AI

University of Helsinki

Issued: February 2022.

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Intro to AI

University of Helsinki

Issued: February 2022.

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Client Needs and Software Requirement

University of Alberta

Issued: December 2021.

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Software Processes and Agile Practices

University of Alberta

Issued: December 2021.

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CFA, Ethical Decision Making in Finance

CFA Institute

Issued: May 2021.

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Articles about Me

Album

LockerRoom345: Featured in a Binghamton University Magazine Article

Python
JS, HTML, CSS
MongoDB
API

Watson College students leverage engineering expertise to optimize clothing distribution for low-income children through LockerRoom345, in collaboration with Dick's Sporting Goods.

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DATA4GOOD Competition: 2nd Place Nationally

Generative AI
Large Language Models (LLMS)
Named Entity Recognition
Microsoft Azure

SUNY Binghamton Students ranking 2nd nationally in the DATA4GOOD Competition organized by Purdue University, INFORMS and Microsoft. The competition is about building an NER system leveraging LLMs and Microsoft Azure to automate and streamline the process of form filling in healthcare.