SIGNAL SLEEPING

Channel 01 / Home

Andrew Baroutjian

Software Developer II with machine-learning-focused experience in Python, TensorFlow/Keras, OCR, and process automation. Built internal tools and proofs of concept supporting QA, operations, audit, and security workflows.

Python TensorFlow/Keras OCR Process Automation English & Arabic
Andrew Baroutjian

Channel 02 / Projects

Featured Work

Professional Broadcasts

Proof-of-Mail Date Extraction

Developed a proof-of-concept around a fine-tuned TensorFlow vision model to locate USPS proof-of-mail stamps on scanned mail, crop detected regions, and extract mailing dates with OCR.

Built Kemper's first end-to-end proof of concept for scanned-mail date extraction.

TensorFlow/Keras OCR OpenCV CVAT

Web Regression Test Automation

Built automated regression testing for kemper.com using Selenium, OCR, and a small Keras character-classification model trained on labeled CAPTCHA images.

Reduced manual effort by about 4.5 hours per regression cycle and contributed to ~$89K/year in savings.

Selenium OCR Keras Python

SOX Audit Automation

Created automation for quarterly SOX audit validation across non-DOM interfaces using Blue Prism, Selenium, ServiceNow, and PyTesseract OCR.

Cut quarterly audit preparation from hours to minutes.

Blue Prism Selenium ServiceNow PyTesseract OCR

Personal Projects

Smart Flow Meter Device

Water flow measurement device concept with miniaturized municipality-grade turbine technology, self-powered hydroelectric generation, NPT fitting compatibility, and Fusion 360 design.

IoT CAD Design Fusion 360 Hardware

AI Drawing System

Personal project that draws by controlling cursor movements in paint applications and Scribble.io, generating natural drawing paths with control algorithms.

Computer Vision Control Systems YouTube Content

Channel 03 / Skills

Signal Stack

Programming

  • Python

ML & Data

  • TensorFlow/Keras
  • Scikit-learn
  • Pandas & NumPy
  • Data Preprocessing
  • Model Evaluation & Cross-Validation
  • Feature Engineering
  • Regression, Classification & Random Forests

Computer Vision & OCR

  • OpenCV
  • PyTesseract OCR
  • Image Preprocessing
  • Object Detection
  • Transfer Learning
  • CVAT Data Labeling

Automation & Tools

  • Selenium
  • Blue Prism RPA
  • ServiceNow
  • Docker
  • Git/GitLab

Experiment Tracking & MLOps

  • Weights & Biases
  • MLflow
  • AWS SageMaker

Workflow & Communication

  • Requirements Gathering
  • Technical Writing
  • Clear Tech-to-Business Communication
  • Cross-Team Communication

Languages

  • English, fluent
  • Arabic, fluent

Channel 04 / Education

Training Reels

M.S. in Computer Science, Machine Learning Focus

Georgia Institute of Technology / January 2024 - May 2026

  • CS 7641 Machine Learning: Decision Trees, Neural Networks, SVMs, Bayesian Learning, Clustering, Reinforcement Learning, and Randomized Optimization
  • 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

  • Artificial Intelligence: Supervised & Reinforcement Learning, Classical & Advanced Searching

Certifications

  • Machine Learning Certification, Coursera, June 2023
  • Security Fundamentals, Microsoft, April 2018
  • Networking Fundamentals, Microsoft, April 2017

Channel 05 / Beyond the Code

After Hours

OCB Classical Physique

Training for the OCB Checkered Competition and competing in Men's Classical Physique, built on discipline, consistency, and aesthetic detail.

Boxing & Muay Thai

One year of boxing and two years of dedicated Muay Thai training, with level 1 boxer certification qualifying for amateur competitions.