Last Updated : 20 January 2020


Education :

B.Sc.    Bangabandhu Sheikh Mujibur Rahman Science and Technology University,

         Gopalganj-8100

             Department of Computer Science & Engineering, Session : 2014-15, Graduation Year : 2019, CGPA: 3.51/4.00

H.S.C.  Adamjee Cantonment College, Dhaka Cantonment, Dhaka.

             Passing Year : 2014, Board : Dhaka, Group : Science, GPA : 5.00/5.00 

S.S.C.   Bhanga Pilot High School, Bhanga, Faridpur.

             Passing Year : 2012, Board : Dhaka, Group : Science, GPA : 5.00/5.00


Publication: (International Conference) 

  • Md. Sajidul Karim, Nur-E-Alam Jony, F.M.Rahat Hasan Robi, Md.Monowar Hossain, Md. Torikur Rahman- Implementation and Performance Evaluation of Semantic Features Analysis System for Bangla Assertive, Imperative and Interrogative Sentences, International Conference on Bangla Speech and Language Processing(ICBSLP), 21-22 September, 2018, IEEE. See Publication- IEEE Digital Xplore

Undergraduate Research Works :

01. Title: Identifying the level of diabetic retinopathy using multiple deep convolution neural networks through multiple image processing techniques and inceptionV3 architecture.

- Granted BDT.75K for R&D project from the Ministry of Science and Technology, 2019.             

[Deep learning, TensorFlow, Medical Image Processing and Classification, CNN, Transfer Learning, Kaggle dataset]

02. Title: Detect and count mango from mango tree using TensorFlow API.

[Faster R-CNN, TensorFlow, Object Detection]


Data Science

Environment:

Hands-on experience

  • Jupyter Notebook
  • Google Colab (Colaboratory)
  • Kaggle Kernel

Libraries:

Research and project experiences with these

TensorFlow, Sci-kit image, Sci-kit learn, OpenCV, Matplotlib, NumPy, pandas, Tflearn

Visualization Toolkit: Tensorboard

Version Control: Github

Software:

Hands-on experience

  • Anaconda
  • MatLab

Hardware:

Hands-on experience with high configured computer

  • GPU: NVIDIA GeForce 830M (CUDA Supported)
  • Intel Xenon 2.20 GHz (2 Processor)
  • RAM 32GB

Augmented Reality: Project Experience (Application Development)

  1.  Medical Image Processing
  2.  Natural Language Processing

Image Processing

Field of interest and work experience:

Health/ Medical, Agricultural Image Processing

Techniques:

Research and project experiences with these

Feature extraction, Classification, Object detection, Image Segmentation

Operations:

Knows the following operations

Translation, Cropping, Resizing, Edge detection, Filtering, Noise, Color Spaces

Computer Vision

Deep Learning Algorithms:

Research and project experiences with these

Convolution Neural Network, InceptionV3, MobiNet, ResNet, Faster R_CNN

Augmented Reality:

Project Experience (Application Development)

Vuforia

Unity3D


Natural Language Processing

  1.  Research, thesis, and publication
  2.  Semantic Feature Analysis
  3. Corpus making


Research interest:

  1.  Medical Image Processing
  2.  Natural Language Processing


              

Extracurricular activities:


Current Address :

House-512; Road: 07; Avenue: 03, Mirpur DOHS, Mirpur, Bangladesh


Permanent Address :

Village: Jhikorhati; Post: Ghotmajhi

Upazilla: Madaripur Sadar

District: Madaripur.