Andrew Baroutjian

Machine Learning Engineer • Software Developer

M.S. Computer Science @ Georgia Tech
Software Engineer II @ Kemper Insurance
Jacksonville, FL
Explore My Work
Andrew Baroutjian

Featured Projects

Work Projects

🔍

YOLO-v8 Stamp & Signature Detector

Computer Vision

Fine-tuned YOLO-v8 model to flag postage evidence on "proof-of-mail" images with high accuracy. Led this computer vision project from data collection through deployment.

Impact: Automated mail verification process
YOLO-v8 Computer Vision Python CVAT
🚀

ARTEMIS - Automated Testing System

Test Automation

Automated Regression Testing and Efficient Integrated System that automates regression testing using Python with Selenium. Uses API connections to Claude for intelligent analysis and provides comprehensive report summaries to Business Systems Analysts for thorough review of all tested components.

Impact: End-to-end testing with AI-powered insights
Test Automation API Integration Claude AI Reporting
🔐

CAPEx CAPTCHA Solver

OCR & ML

Developed fine-tuned PyTesseract model with post-processing pipeline for reading distorted alphanumerics. Powers fully automated regression-testing suite for enterprise applications.

Impact: Saves $80K+ annually in testing costs
OCR PyTesseract Automation ML Pipeline
📊

SOX Audit Automation

RPA

End-to-end Blue Prism/ServiceNow validator using Selenium with Python+PyTesseract to navigate non-DOM UIs. Automated quarterly compliance audits with intelligent OCR and RPA.

Impact: Reduced audit prep from days to minutes
RPA Blue Prism Selenium OCR

Personal Projects

💧

Smart Flow Meter Device

Hardware & IoT

Innovative water flow measurement device with miniaturized municipality-grade turbine technology. Features self-powered hydroelectric generation and NPT pipe fitting compatibility. Designed in Fusion 360.

IoT CAD Design Fusion 360 Hardware
🎨

AI Drawing System

AI & Computer Vision

Personal project that can draw by controlling cursor movements in paint applications and Scribble.io. Goes beyond line-by-line generation to create natural, human-like drawings using advanced control algorithms.

Computer Vision Control Systems YouTube Content

Beyond the Code

💪

OCB Classical Physique

Training for the OCB Checkered Competition in Daytona, Florida. Competing in Men's Classical Physique division, demonstrating discipline, dedication, and commitment to aesthetic excellence.

🥊

Boxing & Muay Thai

One year of boxing Two years of dedicated Muay Thai training, level 1 boxer certified qualified for amateur competitions.

Education

M.S. in Computer Science, Machine Learning Focus

Georgia Institute of Technology

January 2024 - May 2026 | Jacksonville, FL

Core Coursework:

  • CS 7641 Machine Learning - Decision Trees, Neural Networks, SVMs, Bayesian Learning, Clustering, Reinforcement Learning
  • Robotics: AI Techniques - SLAM, PID Control, Kalman/Particle Filters, A* Path Planning
  • Bayesian Statistics & MCMC

Bachelor of Science in Computer Science

University of North Florida

June 2019 - May 2023 | Jacksonville, FL

Core Coursework:

  • Artificial Intelligence - Supervised & Reinforcement Learning, Classical & Advanced Searching
  • Robotics - SLAM, Path/Motion Planning Algorithms (Bug, A*, D*, PRM, RRT)
  • Software Engineering - Agile, Requirements Engineering, Software Architectures

Technical Skills

Programming & Development

  • Python
  • C++
  • SQL & Database Management
  • Docker & Containerization
  • GitLab CI/CD

Machine Learning & AI

  • TensorFlow/Keras
  • Scikit-learn
  • Hugging Face Transformers
  • YOLO-v5/v8 Object Detection
  • Transfer Learning & Fine-tuning
  • Retrieval-Augmented Generation (RAG)

Computer Vision & Automation

  • OpenCV
  • PyTesseract OCR
  • CVAT Data Labeling
  • Blue Prism RPA
  • Selenium Web Automation

MLOps & Data

  • Weights & Biases
  • MLflow
  • SharePoint REST API
  • Data Pipeline Development
  • Model Deployment & Monitoring

Methodologies

  • Supervised & Unsupervised Learning
  • Reinforcement Learning
  • Bayesian Methods
  • Agile Scrum
  • Technical Documentation

Languages & Soft Skills

  • English (Fluent)
  • Arabic (Fluent)
  • Russian (Elementary)
  • Cross-team Communication
  • Requirements Gathering
  • Project Leadership