Hi, I'm Aftaab 👋

Aftaab Siddiqui | MaskedSyntax

Software developer diving into low-level programming and applied ML, blending machine learning with engineering to craft impactful tools and refine the art of building intelligent systems.

Aftaab's avatar

About

I’ve always been passionate about technology, and a Linux course in college sparked my journey into open-source development. Over the years, I’ve explored backend development, cross-platform app development with Flutter, and problem-solving through data structures and algorithms—solving over 500+ questions on LeetCode along the way. Recently, I’ve shifted my focus entirely to applied machine learning and mathematics, diving deep into areas like Edge ML, Multimodal ML, and Graph Machine Learning. I love working on projects that turn theory into real-world impact and staying active on GitHub, where I share my work and contribute to open source.

Skills

C++
Python
Java
Go
JavaScript
TypeScript
Springboot
Flask
Pandas
Numpy
Matplotlib
Opencv
Scikit-Learn
TensorFlow
Pytorch
Keras
PyQt5
Next.js
Node.js
MySQL

Currently exploring:

Graph Neural Networks
NLP
ImGui
Applied Mathematics

My Resume

Interested in my professional journey? View my resume.

View Resume

My Latest Work

GeneRx Mapper

Sept 2024 - Oct 2024

An AI-driven tool that analyzes gene expression data to predict drug responses for different gene profiles. GeneRx Mapper leverages machine learning algorithms to uncover relationships between genetic data and pharmaceutical outcomes, providing insights into personalized treatment.

Python
Scikit-learn
Pandas
Random Forest
Matplotlib
Feature Extraction

IntelliPath

July 2024 - Aug 2024

A visualization tool for the A* pathfinding algorithm that allows users to explore the shortest route between two points. IntelliPath offers an interactive interface for selecting start and end locations, as well as obstacles, providing an intuitive demonstration of pathfinding in action.

Python
Pygame
PriorityQueue
Math Functions
GUI

ColorSnap

March 2024 - April 2024

An interactive color detection tool that allows users to click on an image and instantly identify the closest matching color, along with the RGB and Hex values. ColorSnap uses OpenCV to read images and detect clicked points, and leverages a color dataset to determine the closest match with a high degree of accuracy.

Python
OpenCV
Pandas
Numpy
Scikit-learn
Matplotlib

DocuLens

Nov 2023 - Dec 2023

A document scanning application that detects and captures documents in real time using computer vision techniques. DocuLens enhances document quality through advanced image processing, including edge detection, blurring, and correction, making the scanned documents clear and easy to read.

Python
OpenCV
Numpy
Contour Detection
Canny Edge Detection
Gaussian Blur

Explore My blog.

Dive into my thoughts on technology, coding journeys, and the ever-evolving world of software development. Occasionally, I also share insights on topics beyond tech.

Let’s Connect

Explore my contributions, projects, and collaborations on these platforms:

Reach Out

Have a project idea, feedback, or just want to say hi?

Feel free to drop me an email or connect with me on LinkedIn.