👋 Welcome to My World of Data and Machine Learning

Hi, i'm Mario. I harness data, machine learning, and AI to transform complex data into actionable decision-making.

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About Me

Hi there! I'm Mario Djameh, a data and machine learning enthusiast with a degree from RMIT University. I leverage data, machine learning, and AI to solve complex problems and drive business growth. With a background in sales, operations, and business development, I bring a unique perspective to turning raw data into actionable insights, building intelligent models, and deploying innovative solutions. I'm always eager to learn new techniques and stay updated with the latest advancements in the field.

In my spare time, you can catch me taking a break from technology and exploring nature through hikes and bike rides. I also love tinkering with my CL9 Accord Euro, which I'm secretly turning into a race car 🤫. Plus, I'm currently studying for AWS and Azure certifications to expand my cloud computing expertise.

Mario Djameh

Resume

Education

Master of Data Science

RMIT University, Melbourne, Australia

Graduated: March 2024

Postgraduate Diploma in Business Administration

GIMPA, Accra, Ghana

Graduated: June 2020

Bachelor of Science in Engineering (Materials Science & Engineering)

University of Ghana, Accra, Ghana

Graduated: December 2018

Work Experience

Data Science Intern

IMRA Surgical, Melbourne, Australia

July 2023 - November 2023

  • Developed ML model to recreate 3D kidney structures and tumor segmentation from CT scans
  • Leveraged AI techniques to accurately label kidney and tumor pixels for IMRA staff
  • Analyzed medical imagery datasets to extract features and train the ML model
  • Contributed to enhancing surgical training methods and improving patient outcomes

Sales Engineer

Morimaz Limited (Medical Devices), Accra, Ghana

January 2019 - April 2022

  • Optimized medical consumables sales using data-driven strategies and utilized forecasting techniques to mitigate shortages
  • Conducted engaging product demonstrations and presentations, showcasing key features and benefits of medical consumable products to prospects and clients
  • Provided exceptional technical support to clients before and after sales, resolving issues promptly and ensuring a smooth customer experience

Operations & Business Development Associate

Titan Standard Services Limited (Maritime Logistics), Accra, Ghana

August 2017 - August 2018

  • Coordinated logistics, travel arrangements, and crew changes while managing financial transactions to ensure optimal resource allocation and cost-effectiveness
  • Implemented data-driven strategies to identify new business opportunities, actively reaching out to partners to develop partnerships, resulting in a 10% increase in client acquisitions
  • Advanced strategic goals and operational effectiveness by streamlining application processes, resulting in a 25% improvement in efficiency

Quality Control Intern

Politex Industries Limited (Plastics Manufacturing), Accra, Ghana

June 2016 - July 2016

  • Performed on-site inspection of production processes, using quantitative evaluation to optimize material distribution
  • Conducted routine checks through weighing of product samples, ensuring consistent product quality
Download Resume

Certifications and Licenses

Microsoft Certification Logo

Microsoft Certified: Azure AI Engineer Associate

Issued by Microsoft

Issued on: March , 2024

Verify Certificate

Coming soon

Coming soon

Projects

IMRA Project

Automating Organ modelling from CT scans

Developed a machine learning model to automate the segmentation of kidney tumors from CT scans, streamlining the creation of synthetic tissue models for surgical training at IMRA.

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Life wellness project

Life Wellness Full-stack application

A dynamic web application with front-end and back-end integration, hosted on AWS using Elastic Beanstalk and Route 53, providing personalized wellness services to users.

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AWS Music Project

AWS Music Subscription Application

Developed a music subscription application using AWS services such as EC2, S3, API Gateway, Lambda, and DynamoDB. Implemented user authentication, subscription management, and music querying functionalities.

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Mario personal website

Personal Website Development

Designed and developed a responsive personal website to showcase my skills, projects, and background as a data science professional. Utilized HTML, CSS, and JavaScript to create an engaging user experience.

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Skills

Programming

Python, R, SQL, HTML, CSS, JavaScript, PHP

Data Analysis

Pandas, NumPy, Scikit-learn, TensorFlow, Prophet

Big Data Processing

Hadoop, Spark, Hive, Pig

Cloud Computing

AWS, Azure

Databases

MySQL, MongoDB

Data Visualization

Matplotlib, Seaborn, Tableau

Project Management

Git, Agile, Scrum, Jira, Trello, Asana

Medical Imaging Visualization

3D Slicer

3D Modeling and Design

Rhino 3D

Contact

[email protected]

linkedin.com/in/mariodj

github.com/mariodj0