Data Science

Skills

  • Python Libraries: Pandas, NumPy, scikit-learn, TensorFlow, PyTorch
  • Modeling: Predictive Modeling, Statistical Analysis, Deep Learning
  • Data Visualization: Tableau, Matplotlib, Seaborn
  • Machine Learning Frameworks: Keras, PyTorch, TensorFlow

Details

  • Extensive hands-on experience with data processing, cleaning, and visualization.
  • Proven ability in building and evaluating predictive models and deep learning systems.
  • Capable of interpreting complex data to derive actionable insights.
  • Experience with real-time data processing and sentiment analysis for market predictions.
  • Comprehensive understanding of machine learning algorithms and their applications.
Programming Languages & Methodologies

Languages

  • C#, Python, JavaScript, HTML, CSS, PHP, Java
  • Bolded skills are areas of focus

Methodologies

  • OOP, Agile, SDLC, SCRUM

Details

  • Skills were gained through formal education and self-learning
  • Skills were honed over the course of 5 years
  • Able to quickly pick up new languages and frameworks
  • Strong grasp of OOP principals and concepts
  • knowledge of creating user personas, user stories, use cases and other SCRUM documents
  • Able to use Jira and Trello competently
Frontend Development

Skills

  • HTML, CSS, JS gained from education and self learning
  • React, React Native, Bootstrap gained from home learning and freelance

Details

  • Able to quickly create html and css templates for quickly prototyping websites
  • Practical knowledge of react and react native
  • Practical knowledge of bootstrap from prototyping
  • Ability to create frontends that consume RESTful APIs
  • Working knowledge of responsive and mobile first design and development
Backend Development

Skills

  • ASP.net, PHP gained from education and self learning
  • Flask, Node(express) gained from home learning and freelance

Details

  • Understanding of the model-view-controllers pattern
  • knowledge of Object Relational Mappers such as SQLAlchemy and EFCore
  • Practical understanding of frontend and server-side form validation
  • Ability to utilize databases in conjunction with web applications
  • Ability to consume 3rd party APIs such as maingun in backend systems
Databases

Skills

  • MySql (MariaDB), Oracle (including PL/SQL), SQLserver
  • PostgreSQL, SQLite

Details

  • Understanding of RDBMS systems including design and normalization
  • Ability to use ORMs or create queries manually as needed.
  • Ability to design conceptual, logical and physical data models
  • Strong grasp of using both DML and DDL to manage or query databases
  • Understanding of database relationships and associations
Devops

Skills

  • Heroku, DigitalOcean, Azure, AWS
  • Git, GitHub, GitKraken, Docker

Details

  • Practical knowledge of git and github operations working with a team
  • Knowledge of software deployment across several platforms.
  • Ability to create and manage virtual networks, VMs, blob storage in azure and AWS
  • Able to build dockerized software via docker files
  • Basic understanding of gunicorn and wsgi
  • Capable of deploying databases using cloud infrastructure
System Admin

Skills

  • Ubuntu, Windows(xp, 7, 10), Windows Server, OpenSUSE, cloud servers
  • Network Admin (Cisco), Database Admin (SQLserver), Mail Admin (Outlook)

Details

  • Able to troubleshoot and fix issues with both Linux systems and Windows systems
  • Practical ability to manage common OS features such as firewalls and networking
  • Knowledge of bash scripting and powershell scripting
  • Able to manage physical networks, switches and routers
  • Able to troubleshoot and fix hardware issues
  • Knowledge of physical network subnetting