Hi, I'm
Asfar Hossain Sitab

CSE Student | AI & ML Enthusiast | Developer | Researcher

ahsitab111@gmail.com
+880 1521-571792
Dhaka, Bangladesh
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Asfar Hossain Sitab Asfar Hossain Sitab Asfar Hossain Sitab Asfar Hossain Sitab Asfar Hossain Sitab

About Me

I am a CSE graduate passionate about Artificial Intelligence, Machine Learning, and software development. I enjoy exploring how intelligent systems can be designed and applied to solve real-world problems.

Through academic projects and hands-on development work, I have gained experience in building software solutions, implementing AI/ML models, and working on applied research. I am motivated to continuously grow my technical expertise and contribute innovative, data-driven solutions as a versatile professional.

Technical Skills

Languages

Java Python JavaScript TypeScript C C++ SQL PHP

AI & Machine Learning

Deep Learning Computer Vision YOLO PyTorch TensorFlow OpenCV

Web Development

React.js Node.js Express.js Angular Django HTML5/CSS3

Mobile Development

Android Studio Java (Android) XML

Databases

PostgreSQL MongoDB Firebase Redis SQLite

Tools & Platforms

Git / GitHub VS Code Kaggle Linux REST API

Recent Projects

Cow Pose Estimation

Cow Pose Estimation

YOLOv12s-pose Computer Vision
  • Automated system to monitor cattle behavior and welfare using YOLOv12-pose.
  • Achieved real-time performance (~115 FPS) for Precision Livestock Farming.
TropiLite-IE

TropiLite-IE

Machine Learning XAI
  • Physics-informed ensemble model for building energy prediction in tropical climates.
  • Incorporates Green ML practices and visual interpretations using SHAP.
DeepCarDamage

DeepCarDamage: AI-Powered Assessment

Python TensorFlow
  • Deep learning system designed to automate vehicle damage analysis from images.
  • Classifies damage types and minimizes human subjectivity using ResNet/YOLO.

Guava Leaf and Fruit Diseases Classification

TensorFlow CNNs
  • CNN-based classifier for identifying diseases in guava leaves and fruits.
  • Achieved 92.5% accuracy to assist farmers in early disease detection.

EWU Tools Hub

React/JS Utility Tool
  • Comprehensive student utility platform for East West University students.
  • Includes CGPA Calculator, Fee Calculator, and Routine Generator.

Surgical Anatomy Instance Segmentation

PyTorch YOLOv12
  • Developed multi-model instance segmentation for abdominal structures.
  • Implemented YOLOv12 for precise segmentation of 11 structures.

Fish Detection (Self-Supervised)

SSL DINOv3
  • SSL pipeline for fish classification using SimCLR and DINOv3.
  • Designed two-phase training with pretraining and fine-tuning.

Previous Projects

Fruit Quality Classifier

Fruit Quality Classifier

XAI Scikit-learn
  • Fruit quality classification using 10+ deep learning models.
  • Implemented SHAP and LIME for model interpretation.
EWU CLUB HUB

EWU CLUB HUB

  • University club management platform with event and member management.
Quick Bite

Quick Bite

Node.js MongoDB
  • Food delivery app with real-time tracking and intuitive UI.

Ongoing Research

Zero-Day Attack Detection

Under Review Cybersecurity
  • Anomaly-based framework for detecting unseen cyber-attacks using deep learning.

Climatadisk: Climate Data Visualization

Under Review Python
  • Transforms multidimensional climate datasets into intuitive interactive visualizations.

Dresden Surgical: 3D Simulation

Under Review WebGL
  • Interactive platform for planning and simulating surgical procedures in 3D.

Car Damage Severity Classification

Under Review TensorFlow
  • Comparative analysis of 8 CNN architectures for damage classification benchmark.

Education

2022 – Present

BSc in Computer Science and Engineering

East West University

CGPA: 3.71

2019 – 2020

Higher Secondary Certificate (HSC)

St. Gregory High School and College

GPA: 5.00 | Science Group

2016 – 2018

Secondary School Certificate (SSC)

Trust School

GPA: 5.00 | Science Group

Achievements

Awards & Scholarships

  • Cum Laude Distinction
  • Dean's Scholarship (2025-2026)
  • Trustees Scholarship (100% Tuition Fee)
  • Merit Medals (Medha Lalon) - 2023
  • Merit Medals (Medha Lalon) - 2022

Extracurriculars

  • Debater: National-level (BTV)
  • Chess: 1st Position Inter-college
  • Scout: Attended 2 National Jamborees
  • Member, Robotics Club EWU