Summary
Overview
Work History
Education
Skills
Websites
Additional Information
Work Availability
Quote
Timeline
Receptionist
Christopher Saba

Christopher Saba

San Juan Capistrano,CA

Summary

Experienced Computer Science graduate with an emphasis on Machine Learning, Data Science, Data Engineering, MLOps/ML Engineering and HPC. Major part in developing an MLOps Acceleration Tool, along with all documentation provided. Skilled in Cloud Computing frameworks like AWS, GCP, and very experienced in Microsoft Azure. Python frameworks such as NumPy, Keras, TensorFlow, Pandas/Spark UDF's, and Docker. Lead Developer in Software Engineering environments like SCRUM.

Overview

1
1
year of professional experience

Work History

Associate Data Scientist

Neudesic, An IBM Company
Irvine, CA
10.2021 - Current
  • Improved data collection methods by designing webapps, automated & integrated forms, and other instruments.
  • Built tools to automate processes such as Alerts, Logic Apps, and Azure Functions.
  • Write, design, and showcase the majority of all documentation on internal website regarding training, best practices, customer engagement and our accelerators.
  • Design and complete end-to-end solution from creating, training, and saving many models, to their full deployment in clusters with methods of inferencing automated.
  • Created our enterprise-ready Azure MLOps Accelerator, which can deploy MLFlow-tracked models in Azure Databricks into live operated Kubernetes clusters with many deployment types, with one-click-deployment.
  • Created Proof-of-Concepts for many new technologies, such as tools in Azure, Machine Learning, GitHub + more.
  • Automate CI/CD using GitHub Actions for creating and keeping repository code up to date inside of Azure Functions, as well as MLOps.
  • Help design and create templates (biceps) used to stand-up resources in Azure that automatically communicate with each-other, as well as contain everything necessary to run with minimal intervention.
  • Managed infrastructure and data pipelines to bring codes to production.
  • Composed production-grade code to convert machine learning models into services and pipelines to be consumed at web-scale.

Education

Bachelor of Science - Computer Science

California Polytechnic State University-Pomona
Pomona, CA
05.2021

Skills

  • Problem resolution
  • MS Office (Excel Graphs and Mathematical Formulas)
  • Microsoft Azure Tools
  • CI/CD with GitHub Actions
  • Power Automate/Logic Apps/Azure Functions
  • MPI, Multithreading, and GPU Parallel processing
  • Machine Learning Frameworks (TensorFlow, Keras, Spark, PyTorch, SciKit-Learn, Flask & Pandas)
  • Python, Java, C, C#, MySQL, Bash, YAML
  • Docker Containers with WSL
  • AWS, GCP & HPC (BigTable, MapReduce, EC2, S3, Hive, Cloudera)
  • Windows 10, Linux, Mac OS experienced
  • Version Control (GitHub, Azure DevOps)
  • Unity 3D Game development

Additional Information

Quantum Casino utilizing real Quantum Computers in IBM Q

  • Utilizing Python and the Qiskit framework for Quantum, I was able to code a roulette wheel that will take truly random Qubits (not pseudo-random) combined into a binary string used to create a fun and interesting game.
  • This game is using a non-pseudorandom number to create a completely randomized number without use of a seed.
  • Created as a proof of concept, that soon Quantum Computers will be used to complete tasks in the place of conventional computers.

Machine Learning and Artificial Intelligence- Multiple projects.

  • Image recognition AI model used to create hair segmentations on someone's head. Obtained 79% Accuracy with the model.
  • Facial Expression AI model to detect whether someone is smiling, frowning, or neither. Obtained 80.5% Accuracy.
  • COVID-19 Symptom prediction AI model to make a prediction based on different factors to see if a patient will be deceased. (90% Effective Accuracy) Deployed and linked with two RESTful webservices, and multiple mobile applications on iOS and Android.

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

The important thing is not to stop questioning. Curiosity has its own reason for existing.
Albert Einstein

Timeline

Associate Data Scientist

Neudesic, An IBM Company
10.2021 - Current

Bachelor of Science - Computer Science

California Polytechnic State University-Pomona
Christopher Saba