Word Scrabble Bot
A bot to play word scrabble.
- Computer Vision
- Optical Character Recognition
My Works
LightShip
A coaching management system
- Attendance management
- Financial record management
- Exam management
- Student management etc
- Different levels of reporting
CF SOLVE TRACKER
An handy tool for competitive programmers to track contest progress in mass.
- Public API exposed to use.
- Google Sheet automation script to use directly from spreadsheet.
Prothom Alo Scrapper
Demo scrapping of local newspaper headings
- Crawl archives to generate url.
- Scraps headlines from any given date or date range.
About Me
On my way to a destinition where I will know I have worked hard and achieved it. Learning new stuffs is probably the only thing I find pleasure in. Also I don love to do other stufs as well.
I am very well interested in data science and the art and math behind it. What makes data science interesting, you say? Well, we can compare the entire human civilization as a giant data processing machine. Therefore, every single thing can be represented as data. People who understand data better know how to use them or transform them into information will dominate the age. If that doesn't make data interesting I don't what will? Well, memes are stored as data as well, if you insist.
Experiences
Software Engineer
Progoti Systems, SureCash
Duration: Dec 2020 - Present | Dhaka, Bangladesh
- Working on FinTech product TallyKhata
Research and Development Enginer
CodeMarshal IT Systems Ltd
Duration: Feb 2019 – Nov 2020 | Dhaka, Bangladesh
- Built OCR service to extract textual information from National ID card.
- Built mobile port of NID object detector to run on device (android)
- Built face verification and recognition server using Tensorflow, Mxnet hybrid models.
- Built on device face verification and recognition library for Android using tensorflow‐lite with model accuracy of 0.99 out of 1.0
- Built automatic identity extraction from ID cards using image processing to understand given scene and optical character recognition to extract information given using tesseract 4.1 as base OCR library.
- Built intelligent IVR from analyzing speech input using google’s speech API.
President
Daffodil International University Computer and Programming Club
Duration: Jan 2018 to Dec 2018 | Dhaka, Bangladesh
Vice President R&D
Daffodil International University Computer and Programming Club
Duration: January, 2017 to December, 2017
Educational Background
Bachelor of Science
Computer Science and Engineering (2015 - 2018)
- Institute: Daffodil International University
- Start date: January, 2015
- End date: December, 2018
- Major: Computer Science and Engineer
- CGPA: 03.83 out of 04.00
Courses and Certifications
Deep Learning: Specialization
Source: Deep Learning: Specialization
Credential: UHG8957X4T8C
Machine Learning
Source: Machine Learning
Credential: 6JPNE2UXJDTN
Intro to Python for Data Science
Source: Datacamp
Duration: 4 Hours
Android Basic: User Interface
Source: Udacity
Duration: 6 hours
Introduction to Data Visualization With Python
Source: Datacamp
Duration: 4 hours
Skills
MACHINE LEARNING
- Regression
- Support Vector Machines
- Naive Bayes
- K‐Nearest Neighbors
- Decision Trees
DEEP LEARNING
- Artificial Neural Network
- Shallow Neural Network
- Deep Neural Network
- CNN, RNN, R‐CNN, YOLO
PROGRAMMING
Languages
- Python (3.x), C, C++, JAVA, PHP
- JavaScript, HTML, Markdown, CSS, SQL
Frameworks and tools
- Tensorflow, PyTorch, Keras
- Dlib, TFLite
- Flask, Node, Express
- Gradle (android)
Database
- PostgreSQL,MySQL
Version Control System
- Git, GitHub, GitLab
Cloud
- AWS ‐ EC2, S3, Rekognition
- Google Cloud ‐ Firebase, Speech API
OS and Misc.
- Linux ‐ Arch, Manjaro, Ubuntu
- Windows ‐ 7‐10
- Shell ‐ Bash and Zsh
Achievements
National Collegiate Programming Contest - 2015
Position: 107/119 (Teams)
Preliminary: 209/~1200
Contact me
1599, Nurpur, Zia Shoroni, South Dania, Kodomtoli, Dhaka-1236
Bangladesh.