Hi, I'm Malek Sarker .

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I am fascinated with the wide applications of machine learning and Deep Learning which are meant to reduce human labor. I believe that this field has immense challenges and opportunities to keep me excited for a lifetime. I love to explore new technologies

About

🎓 I hold a Bachelor of Science degree in Computer Science and Engineering from the International University of Business Agriculture and Technology. Currently, I am a Software Engineer at Cholpori, an online learning platform, where I develop critical modules using .NET Core, AMQP (RabbitMQ), Angular, JavaScript, and PostgreSQL. My role involves managing large datasets, which has fueled my interest in exploring new technologies to extract meaningful insights.
🤖 As I continue to grow in my career, I am particularly excited about diving into Reinforcement Learning and contributing to advancements in machine learning and computer vision. I recognize the potential of these technologies to transform industries, and I am eager to be a part of this revolution.
🎓 Looking ahead, I plan to pursue higher studies abroad, focusing on Reinforcement Learning, Computer Vision and system security. I am passionate about pushing the boundaries of what’s possible in AI and distributed systems.
🤝 If you share an interest in Reinforcement Learning, machine learning, or computer vision, I would love to connect and explore potential collaborations. Feel free to reach out!

Research

Research Interest

Machine Learning, Computer Vision, Reinforcement Learning

Image Processing, Object Detection, Activity Recognition, Object Recognition, 3D pose estimation, Motion Estimation, video surveillance and security (real-time video analysis, object tracking, and anomaly detection in surveillance systems), and video analytics.

Projects

object detection
Object Detection

Pretrained model trained on COCO dataset is used here to train the object detection model on PASCAL VOC-2012

Accomplishments
  • Tools: pyTorch, openCV, Transfer Lerarning, numpy, pandas, matplotlib
  • The trained model can detect objects within particular 20 calsses
Image Classification
Image Classification on CIFAR-10 Dataset

Custom Convolutional Neural Networks model is trained on CIFAR-10 using different deep learning techniques

Accomplishments
  • Tools: Keras, TensorFlow, Python, numpy, pandas, seaborn, matplotlib
  • The trained model can classify new images.
Survival Prediction in Titanic
Survival Prediction in Titanic

Logistic Regression algorithm on Titanic Dataset

Accomplishments
  • Tools:Python, Numpy, Pandas, matplotlib, Streamlit
  • The model can predict percentage of Survival of a person in titanic based on the features in the dataset.
Diabetes Detection
Diabetes Detection

Naive Bayes' theorem in predicting probability for unknown class

Accomplishments
  • Tools: Python, Pandas, Numpy, matplotlib, Streamlit
  • The model can calssify whether a person do have diabetes or not based on different features.
Char Level Language Model
Char Level Language Model

char level language model using Recurrent Neural Networks(RNN)

Accomplishments
  • Tools: Python, RNN, Numpy, Streamlit
  • The model can generate text only similar type of the text it was trained with
Char Level Language Model
Ecommerce App

Building a fully functional ecommerce app using firebase, react, stripe payment.

Accomplishments
  • Tools: React, Redux, SCSS, Firebase
  • Design a basic Ecommerce App
  • Added firbase authentication
  • Manage app state using Redux

Web-Projects

object detection
Hotel Reservation

The Hotel Reservation app will allow users to browse available rooms, filter them based on specific criteria, and sort the results. Redux will be used for state management, and React for building the user interface.

Accomplishments
  • Tools: reactjs, redux, scss
  • Build a Hotel Reservation App
Image Classification
Travel Agency App

Build an travel agency app like Airnb using React and Open API

Accomplishments
  • Tools: React, Redux, SCSS, React Hook, Firebase
Survival Prediction in Titanic
Covid Tracker APP

To get the live covid status worldwide using Open Disease Data API

Accomplishments
  • Tools:React, Redux, SCSS, Open Disease Data API
  • Get the live update of covid 19
  • Search and filter by Location.
Diabetes Detection
Movie Search APP

Movie Search App

Accomplishments
  • Tools: React, React Hooks, Material UI Flexbox
  • This app is used to Browse movie, Search movie using IMDB movie database
Char Level Language Model
Online Chat Application

Accomplishments
  • Tools: Angular, ASP.NET Core, SignalR and SqlServer
  • As a new user you can resgister with your email address, first name and last name Registered user can login with his email address. LoggedIn user has dashboard and from where he can see list users and he can chat with any one from the list. Chat always happen between two users. User can see chat history. Application has the sign out functionality.
Char Level Language Model
Ecommerce App

Building a fully functional ecommerce app using firebase, react, stripe payment.

Accomplishments
  • Tools: React, Redux, SCSS, Firebase
  • Design a basic Ecommerce App
  • Added firbase authentication
  • Manage app state using Redux

Skills

Languages and Databases

C#
C++
Python
Typescript
PostgreSQL
MongoDB
HTML5
CSS3

Libraries

NumPy
Pandas
OpenCV
scikit-learn
Matplotlib
React
Redux

Frameworks

.NET Core
Angular
Node and Express
Streamlit
Keras
TensorFlow
PyTorch

Other

Machine Learning
Computer Vision
Deep Learning
Albumentations
Git
Docker

Education

IUBAT - International University of Business Agriculture and Technology

Dhaka, Bangladesh

Degree: Bachelor of Science in Computer Science and Engineering
Year of completion: May, 2018

    Relevant Courseworks:

    • Computer Programming (C, C++, C#, Python)
    • Data Structures and Algorithms
    • Computer Graphics

Contact