Fouzia Farhin Khan

Final-Year CSE Student · Researcher · Competitive Programmer

A final-year Computer Science & Engineering undergraduate passionate about Artificial Intelligence, Machine Learning, and algorithmic problem solving — focused on building intelligent systems and sharing knowledge through mentoring and teaching.

Fouzia Farhin Khan at the ICPC Asia Dhaka Regional Programming Contest
ICPC Asia · Dhaka Regional Finalist
3.96CGPA / 4.0070% tuition exemption
1437Codeforces SpecialistMax rating
680+Problems SolvedAcross judges
ICPCDhaka Regional2024 Finalist
Who I am

Personal Profile

I am a passionate Computer Science and Engineering student with a strong focus on Artificial Intelligence, Machine Learning, competitive programming, and innovative software development.

I am actively engaged in coding competitions, AI research, and the development of intelligent systems. I continuously strive to expand my technical expertise and create impactful, data-driven solutions for real-world challenges through innovation and research.

Now in my final year, I am eager to take my first formal steps into teaching — mentoring peers in data structures, algorithms, and applied machine learning, and sharing what I learn while continuing to grow as a researcher and engineer.

Teaching & research focus

The areas I am most excited to teach and advance.

  • Artificial Intelligence & Machine Learning
  • Data Structures & Algorithm Design
  • Explainable & Trustworthy AI
  • Competitive Programming Mentorship
Scholarship

Research Experience

My research applies machine learning to high-stakes, real-world problems — with a focus on explainability, robustness, and reproducibility, the qualities that make models trustworthy enough to teach and deploy.

Submitted · 2026

Alzheimer's Disease Prediction Using Structured Clinical Data: A Machine Learning Approach with SMOTE-Tomek and SHAP Explainability

  • Built machine learning models to predict Alzheimer's disease from structured clinical data.
  • Applied SMOTE-Tomek to address class imbalance and SHAP for explainable feature attribution.
  • Submitted to an international conference (currently under peer review).
Machine LearningSMOTE-TomekSHAPExplainable AIHealthcare
Ongoing Research

Cross-Dataset Generalization in Machine Learning

  • Studying model robustness and generalization across heterogeneous datasets.
  • Investigating domain shift and dataset bias to improve transferability and reproducibility.
GeneralizationDomain ShiftReproducibilityRobustness
Academic background

Education

  1. Daffodil International University

    B.Sc. in Computer Science and Engineering

    July 2023 – Present

    Dhaka, Bangladesh

    • CGPA: 3.96 / 4.00
    • Final year · currently in 8th semester
    • Awarded tuition fee exemption up to 70%
  2. Dhaka Cantonment Girls' Public School & College

    Higher Secondary Certificate (Science)

    2022

    Dhaka, Bangladesh

    • GPA: 5.00 / 5.00
  3. Civil Aviation High School, Kurmitola

    Secondary School Certificate (Science)

    2020

    Dhaka, Bangladesh

    • GPA: 5.00 / 5.00
Building things

Projects

Course and personal projects spanning systems, desktop applications, and data-structure-driven software — each a hands-on demonstration of the fundamentals I love to teach.

DHCP · DNS · NFS

Network Services Configuration Lab

Jan 2026 – Apr 2026
  • Configured and deployed a DHCP server for dynamic IP address allocation across networked systems.
  • Implemented a DNS server for domain name resolution and network service management.
  • Set up an NFS (Network File System) server for centralized file sharing between Linux clients and servers.
  • Performed network testing, troubleshooting, and service validation in a Linux-based environment.
Java · OOP

Hotel Management System

Jan 2025 – Apr 2025
  • Built a desktop hotel management application using object-oriented programming in Java.
  • Features include room booking, a billing system, and customer tracking.
C · Data Structures

Accommodation Management System

Apr 2024 – May 2024
  • Implemented data structures in C to manage multiple accommodations.
  • Focused on efficient searching, sorting, and memory handling.
C · CLI

MCQ Quiz Application

Oct 2023 – Nov 2023
  • Developed a CLI-based quiz app with input validation and a scoring system.
  • Emphasized user interaction and performance tracking.
Toolbox

Skills & Interests

The languages, fundamentals, and tools I work with every day — and the curiosities that keep me learning beyond the classroom.

Programming Languages

CC++JavaPythonDartSQL (MySQL)

Core Competencies

Data StructuresAlgorithmsAlgorithm DesignProblem Solving

Tools & Technologies

GitGitHubMicrosoft Office

Soft Skills

Critical ThinkingTime ManagementTeamworkLeadershipPublic Speaking

Beyond the code

What I'm passionate about outside coursework.

Problem Solving

Enthusiastic about algorithmic thinking and contests.

Robotics

Excited about real-world intelligent systems.

AI, ML, NLP & Data Science

Loves data-driven intelligent innovation.

Research

Committed to learning through exploration.

Public Speaking

Confident in presentation and leadership.

Traveling

Enjoys exploring nature and cultures.

Recognition

Achievements & Competitive Programming

A track record in competitive programming, academic contests, and leadership — the foundation I draw on to coach students for ICPC and beyond.

  1. 2026

    Codeforces Specialist — Maximum Rating 1437

    Codeforces

  2. 2025

    Problem Setter — Programming Contest

    Daffodil International University

  3. 2025

    Champion (Girls) — Unlock The Algorithm Programming Contest

    Daffodil International University

  4. 2025

    2nd Runner-up — Hotel Management System Showcase

    Awarded by the Dean, FSIT, DIU

  5. 2024

    Finalist — ICPC Dhaka Regional

    ICPC

  6. 2024

    2nd Runner-up — Accommodation System Showcase

    Awarded by the Dean, FSIT, DIU

  7. 2024

    Best Speaker Award

    Awarded by the Dean, FSIT, DIU

  8. 2024

    3rd Runner-up — Case Solving, National Robo Fest

    East-West University

  9. 2019

    Semi-finalist — Science Olympiad

    Civil Aviation High School

  10. 2019

    Winner — Water and Resource Project

    JAAGO Foundation

  11. 2016

    2nd Runner-up — WOORI Eco Leadership Project

  12. 2014

    Talent Pool Scholarship

    Civil Aviation High School

Problem-solving handles

Where I practice and compete.

Open to new opportunities

Ready to learn,teach & grow

I would love to discuss research, competitive programming, teaching, collaboration, or any new opportunity. Reach out anytime.

Dhaka, Bangladesh