Hi, I'm

Alwin Mathew

IT Engineer · Machine Learning · QA Automation · Computer Vision · Cloud

Building & testing things that see

Graduate Software Engineer specializing in Python backend development, Machine Learning, and QA Automation. Builds concurrent web apps, engineers robust automated testing pipelines, and ships ML models to production with zero-defect deployment strategies.

About

Graduate Software Engineer who likes making machines see and understand the physical world. Builds at the intersection of machine learning, computer vision, and real-time web engineering.

I strongly believe code isn't truly shipped until it's rigorously tested, which is why I bridge the gap between raw backend development and bulletproof QA automation.

Tech Stack

Languages

PythonJavaJavaScriptSQLHTML5CSS3

QA & Testing

Selenium WebDriverPyTestPostmanJUnitCI/CD

ML / Data

TensorFlowscikit-learnOpenCVPandasNumPy

Cloud / Web

FlaskThree.jsAWSMongoDB

Core

GitDockerTDDDSAOOP

Projects

RoomScan

Distributed WebAR & Image Pipeline

Jan 2026

Concurrent ThreadPoolExecutor backend with automated testing built in for high uptime.

Python ·Flask ·YOLOv8 ·PyTest

Code Live demo

Scenery Classification App

Custom CNN

Oct 2025

81% accuracy on a 25k-image dataset using a purpose-built convolutional network.

Python ·TensorFlow

Code Live demo

Cardiac Risk Ensemble App

ML Prediction

Sep 2025

Stacking classifier engineered with careful attention to avoiding test-data leakage.

Scikit-learn ·Pandas

Code Live demo

Movie Sentiment App

NLP Analyzer

Jan 2025

Automated data-cleaning pipeline feeding a transformer-based sentiment classifier.

DistilBERT ·TF-IDF ·AWS EC2

Code Live demo

Education

B.E. Information Technology

Fr. C. Rodrigues Institute of Technology, Vashi

2022 — 2026

AWS Cloud Practitioner

Amazon Web Services

In progress

Software Testing & QA Fundamentals

Coursework & applied practice

Completed