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Faysal Mahmud

software engineer | lifelong learner | adventure lover

More About Me


Hey there! I'm Faysal, a recent Software Engineering graduate

I am currently working on Acoustic Image Reconstruction, and I am passionate about AI, ML, and robotics. I graduated from Daffodil International University (BSc). My major was Data Scince, I have worked on Backend Development, API design, Image recognize.

I have experience developing embedding based applications, problem-solving with data structures and algorithms. I am continuously expanding my expertise in Machine Learning, Deep Learning, and Natural Language Processing while building hands on projects that turn ideas into functional systems. Please see my resume (or continue scrolling down here) if you want to learn more about me.

In my free time, I enjoy working out, traveling, puzzle hunting, playing games, and watching cat videos :)







Please see my LinkedIn for my past work experiences.

DIU Robotics Club

Python Trainer

Aug 2025 - Dec 2025

  • Object Oriented Programming, Data Structures and Algorithms
  • Provided hands on experience with Embedded Systems.

Below are some of the projects I've worked on for fun :)

attendance_machine

Farm to Plate

I’ve built a platform that empowers farmers to sell their produce at fair prices without relying on middlemen. The goal is simple, create transparency, increase farmer income, and build a more sustainable agricultural marketplace.

Project Link Video
web_attendance

Attendance System

A user can have multiple attendance devices. Users can see the attendance and online activation of each device. Attendance can download daily, weekly, monthly data excel file.


attendance_machine

Attendance Device

Low cost device for attendance management using RFID.It can save offline attendance information. There is a good notification system for the user.

See Details Real implement
Project8Image

Real-Time Microphone Transcription

Develop a fully functional, real time speech to text application where audio captured from the user’s browser is streamed to the backend for transcription. All processing must operate on CPU only using open source speech recognition models.


Project7Image

SkinCare

It can detect and name 7 skin diseases in pictures. The pictures are built from kaggle and real images.


bank_auth

Bank Note Authentication Detection

A simple Machine Learning web application that detects whether a banknote is Authentic or Fake using a trained classification model. This project demonstrates a complete ML workflow from training to deployment using FastAPI and Streamlit.

Source code
Project6Image

Fire Fighter Car

An Arduino-based smart fire fighting robot that automatically detects fire, moves toward it, and extinguishes it using a water pump.The system also detects smoke/alcohol gas and provides an alert using a buzzer.This project demonstrates automation, embedded systems, and real-time fire safety mechanisms.

Video Source Code
Project3Image

Pong Game

A classic Pong game implementation using Python Turtle graphics!


Project4Image

Snake Game

A classic Snake game implementation with high score tracking using Python Turtle graphics!


Project3Image

Samsung Phone Advisor

An intelligent AI powered backend system that provides personalized Samsung phone recommendations using local LLMs (Ollama) and FastAPI.


Project4Image

Turtle Crossing Game

Frogger style game built with Python Turtle graphics where a turtle must cross a busy road!



Below are some of my certificates

web_attendance

Machine Learning for Natural Language Processing

attendance_machine

Machine Learning Foundation

Access


Connect with me!



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Phone


01402479913