AZAR ADHAM
AI & ML Engineer & Researcher.
Creator of the EGO-Optimizer algorithm.
Skills
Python & ML
TensorFlow, PyTorch, Scikit-learn. Built CNNs, RNNs, reinforcement learning agents. Comfortable with data pipelines, preprocessing, and visualization (Pandas, NumPy, Matplotlib).
Software Dev
Experience in C#, SQL, MATLAB, and JavaScript. Built web apps and backend tools. Knowledge of version control (Git/GitHub), software design patterns, and debugging.
Embedded Systems
Raspberry Pi, Arduino. Developed voice-controlled wheelchair using Vosk speech recognition. Hands-on experience with GPIO, sensors, and actuators for prototyping.
Data Science
Data analysis, visualization, and statistical modeling. Skilled in using Pandas, NumPy, and Matplotlib for exploratory data analysis and insights extraction.
Projects
Explore my work in AI, ML, Optimization, and Assistive Technologies.
EGO
Entropy-Guided Optimization
TRCC Algorithm
Immune-inspired Clustering
Video Object Segmentation
ResNet50 + ConvLSTM + CBAM
Car Hacking IDS
Random Forest + TRCC
Tic-Tac-Toe AI
DQN + DDQN RL
Breast Cancer Detection
YOLOv8 + Grad-CAM
Blood Clot Detector
MATLAB CNN GUI
Voice-Activated Wheelchair
RPi + Vosk Speech
Journey
Graduated in Computer Engineering
Düzce University • Specialized in AI, ML, Cybersecurity.
Thesis: Deep Q-Learning for Tic-Tac-Toe. Major project: Video Object Segmentation with ResNet50 + ConvLSTM + CBAM.
Internship at Flexisb
Flexisb Digital Design & Software Services • Junior Engineer (Networking)
Worked on enterprise networking, system integration, and supporting digital service design. Contributed to troubleshooting, configuration, and design of network infrastructure.
Major Research Projects
Developed TRCC clustering algorithm (immune-inspired). Designed EGO optimizer for complex search landscapes.
Biomedical ML: Breast Cancer Detection (YOLOv8), Blood Clot Detector (MATLAB CNN).
Deep Dive into ML
Created Car Hacking IDS with Random Forest + TRCC clustering. Explored Complex Network Analysis: centrality, clustering, PageRank.
First Prototypes
Assistive Voice-Activated Wheelchair (Raspberry Pi + Vosk). Early biomedical ML with MATLAB classifiers.
Started Computer Engineering
Joined Düzce University. Focused on programming, math, and system fundamentals.
Certifications
MATLAB Onramp Courses