Projects

01 — Predictive Maintenance

Hybrid ML-Weibull for Remaining Useful Life Prediction

Bridging statistical reliability models and edge-cloud telemetry for dynamic RUL estimation on tires and turbofan engines.

Python XGBoost LightGBM lifelines ESP32-S3 C-MAPSS

Live

›

02 — Big Data & ML

Big Data Analytics and ML Fare Prediction for NYC Taxi Data

Predicting fare amounts using big data pipelines and machine learning models trained on millions of taxi trip records.

Spark PySpark Regression Big Data Random Forest MLlib

Live

›

03 — Decision Support

Fuzzy System for Determining Project Priorities

A fuzzy inference system that evaluates and ranks project proposals based on multi-criteria decision attributes.

Python numpy matplotlib Fuzzy Logic Mamdani FIS Decision Support

Live

›

04 — Deep Learning & UAV

Comparative YOLO Analysis for UAV Disaster Surveillance

Benchmarking YOLOv8n, YOLOv11n, and YOLOv12n with SiLU activation micro-optimizations for real-time edge processing on aerial disaster imagery.

YOLOv12 YOLOv11 YOLOv8 SiLU PyTorch AIDER Dataset UAV Edge Computing

Live

›

05 — Cybersecurity

Security System: Penetration Testing and Defense

Conducting vulnerability assessments, penetration testing, and implementing active firewall configurations to secure systems.

Kali Linux Nmap Metasploit Cybersecurity Penetration Testing Firewalls

Live

›

06 — Control Systems

Automatic Sliding Door PID System Control

Tuned closed-loop PID control system on Arduino Uno using a VL53L0X Time-of-Flight laser sensor for smooth door transitions.

Arduino C++ PID Control VL53L0X Laser SG90 Servo HC-SR04 Sonar

Live

›

07 — IoT & Embedded

Responsive Automatic Trash Bin

A smart, IoT-enabled trash bin with motion-activated lid controls and fill-level monitoring systems.

Arduino C++ HC-SR04 SG90 Servo IoT Embedded Systems

Live

›