I'm Faisal Razali

Automotive Engineer → Data & AI Engineer

Transforming engineering expertise into data-driven solutions.
Bridging mechanical systems with machine learning & analytics.

View My Work Let's Connect

Scroll to Explore

My Transformation Journey

From mechanical systems to machine learning - A story of evolution

Automotive Engineering Foundation

Started career in automotive engineering, working on vehicle systems, performance optimization, and quality control. Developed strong analytical and problem-solving skills while working with complex mechanical systems.

CAD Systems Analysis Quality Control Project Management

The Awakening: Data's Power

Discovered the potential of data analytics while analyzing vehicle performance metrics. Realized that data-driven insights could revolutionize engineering decision-making. Began self-learning Python, SQL, and data visualization.

Python Data Analysis Excel/VBA Statistical Methods

Data & AI Engineering Focus

Deep-diving into data engineering, machine learning, and AI. Building end-to-end data pipelines, creating predictive models, and deploying ML solutions. Combining engineering rigor with modern data science practices.

Machine Learning Data Pipelines Cloud Computing Deep Learning

Technical Arsenal

A comprehensive toolkit for data engineering & AI development

Data Engineering

Python
90%
SQL & Databases
85%
ETL/ELT Pipelines
80%
Apache Spark
75%

Machine Learning & AI

Scikit-learn
85%
TensorFlow/PyTorch
75%
NLP & Computer Vision
70%
Model Deployment
80%

Cloud & DevOps

AWS/Azure/GCP
75%
Docker & Kubernetes
70%
Git & CI/CD
85%
Airflow/Prefect
75%

Engineering Foundation

Systems Thinking
95%
Data Analysis
90%
Problem Solving
95%
Technical Documentation
85%

Technologies I Work With

Python
TensorFlow
PyTorch
Pandas
NumPy
SQL
PostgreSQL
MongoDB
AWS
Docker
K8s
Spark

Featured Projects

Real-world applications of data engineering & machine learning

Predictive Maintenance System

Predictive Maintenance System

ML model to predict vehicle component failures using sensor data, reducing downtime by 40%

Python Scikit-learn Time Series IoT
Automated ETL Pipeline

Scalable ETL Data Pipeline

End-to-end data pipeline processing 1M+ records daily from multiple sources

Apache Airflow PostgreSQL AWS S3 Docker
Defect Detection System

AI Defect Detection System

Computer vision model for automated quality inspection with 95% accuracy

PyTorch CNN OpenCV Flask API
Technical Support Chatbot

Technical Support AI Chatbot

NLP-powered chatbot for automotive technical documentation queries

Transformers BERT LangChain Vector DB
Real-time Analytics Dashboard

Real-time Analytics Dashboard

Streaming data analytics platform processing IoT sensor data in real-time

Apache Kafka Spark Streaming Redis Plotly
Recommendation Engine

ML Recommendation Engine

Collaborative filtering system for parts recommendation based on vehicle data

Collaborative Filtering Matrix Factorization FastAPI Redis Cache

Let's Connect

Open to opportunities in Data Engineering, AI/ML, and Technical Consulting